Made-With-ML/datasets/projects.csv

1	id	created_on	title	description
2	6	2020-02-20 06:43:18	Comparison between YOLO and RCNN on real world videos	Bringing theory to experiment is cool. We can easily train models in colab and find the results in minutes.
3	7	2020-02-20 06:47:21	Show, Infer & Tell: Contextual Inference for Creative Captioning	The beauty of the work lies in the way it architects the fundamental idea that humans look at the overall image and then individual pieces of it.
4	9	2020-02-24 16:24:45	Awesome Graph Classification	A collection of important graph embedding, classification and representation learning papers with implementations.
5	15	2020-02-28 23:55:26	Awesome Monte Carlo Tree Search	A curated list of Monte Carlo tree search papers with implementations.
6	25	2020-03-07 23:04:31	AttentionWalk	A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
7	27	2020-03-07 23:18:15	APPNP and PPNP	A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
8	28	2020-03-07 23:23:46	Attributed Social Network Embedding	A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
9	29	2020-03-07 23:45:38	Signed Graph Convolutional Network	A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
10	45	2020-03-08 00:39:08	SimGNN	A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
11	61	2020-03-16 17:35:22	Using JAX to Improve Separable Image Filters	Optimizing the filters to improve the filtered images for computer vision tasks.
12	65	2020-03-19 18:42:05	Coloring Greyscale Images	Coloring black and white images with neural networks.
13	67	2020-03-19 19:04:43	Fruit Detection using Convolution Neural Networks in TensorFlow	Trained a Convolutional Neural Network Model to predict fruits of over 100+ Classes (types) with a training accuracy of over 95%, and testing accuracy of over 9
14	73	2020-03-19 23:45:14	Face Verification	Implementation of Siamese Neural network model used for face verification. The dataset used for this task is IMDB-WIKI-face images Dataset.
15	77	2020-03-20 03:23:27	Sign Language Interpreter using Deep Learning	A sign language interpreter using live video feed from the camera. The project was completed in 24 hours as part of HackUNT-19, the University of North Texas's
16	78	2020-03-20 03:32:09	The Illustrated Self-Supervised Learning	A visual introduction to self-supervised learning methods in Computer Vision
17	81	2020-03-20 06:07:56	GradCAM for the BreaKHis Dataset	An NBDev package for fine-tuning ResNets to visualize gradient-weighted class activation for the BreaKHis dataset.
18	85	2020-03-20 17:35:59	Message Passing GNNs C++	C++ implementation using Eigen for the forward pass of Graph Convolutional Neural Networks.
19	89	2020-03-20 18:17:31	Rethinking Batch Normalization in Transformers	We found that NLP batch statistics exhibit large variance throughout training, which leads to poor BN performance.
20	91	2020-03-20 18:30:04	Pytest Board	Continuous pytest runner with awesome visualization.
21	92	2020-03-20 18:43:50	Image Spam Buster - Kreate Hackathon	"Spam Buster" for user generated IMAGE content.
22	98	2020-03-20 19:16:43	Bachelorette Predictor	Predict the Bachelorette winners from profile images.
23	99	2020-03-20 21:32:14	Gender Change of People's Face using CycleGAN	CycleGAN architecture in Keras and train the model with CelebA faces dataset to perform gender change on people's faces.
24	101	2020-03-21 04:19:04	ELECTRA: Pre-training Text Encoders as Discriminators	PyTorch implementation of the electra model from the paper: ELECTRA - Pre-training Text Encoders as Discriminators Rather Than Generators
25	108	2020-03-21 23:17:38	Tuned ALBERT (ensemble model)	Top 6 in Squad 2.0
26	109	2020-03-21 23:25:33	iyasai: Book Recommendation System	Recommender system for books and stories that could help you and your loved ones lift up your mood whenever you are facing stress or unpleasant situations.
27	112	2020-03-21 23:58:46	Learning to See before Learning to Act: Visual Pre-training	We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
28	115	2020-03-22 01:26:14	SOLT: Data Augmentation for Deep Learning	Data augmentation library for Deep Learning, which supports images, segmentation masks, labels and key points.
29	116	2020-03-22 01:37:27	PCDet: 3D Point Cloud Detection	PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud
30	117	2020-03-22 01:47:09	SiamFC++: Towards Robust and Accurate Visual Tracking	Implementation of a series of basic algorithms which is useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS).
31	118	2020-03-22 21:46:52	Sinext	Sign language to text with OpenCV and MNIST sign-language dataset
32	120	2020-03-24 04:38:08	Gliding Vertex on Horizontal Bounding Box for Object Detection	Gliding vertex on the horizontal bounding box for multi-oriented object detection.
33	121	2020-03-24 04:56:38	Deep Reinforcement Learning in TensorFlow2	deep-rl-tf2 is a repository that implements a variety of polular Deep-RL algorithms using TF2. The key to this repo is an easy to understand code.
34	122	2020-03-24 17:51:35	Custom Classifier on Top of Bert-like Language Model	Take pre-trained language model and build custom classifier on top of it.
35	123	2020-03-24 18:20:55	Using Different Decoding Methods for LM with Transformers	A look at different decoding methods for generate subsequent tokens in language modeling.
36	124	2020-03-24 21:12:12	Unsupervised Toolbox	Unsupervised learning Tool box : A micro framework for State of the Art Methods and models for unsupervised learning for NLU / NLG
37	128	2020-03-25 15:21:34	Multimodal Brain Tumor Segmentation	Segmentation of gliomas in pre-operative MRI scans. Use the provided clinically-acquired training data to produce segmentation labels.
38	133	2020-03-25 20:21:26	A Survey of Long-Term Context in Transformers	Over the past two years the NLP community has developed a veritable zoo of methods to combat expensive multi-head self-attention.
39	137	2020-03-27 14:39:53	Debugging Neural Networks with PyTorch and W&B	A closer look at debugging common issues when training neural networks.
40	138	2020-03-27 14:50:02	BachGAN: High-Res Image Synthesis from Salient Object Layout	We propose a new task towards more practical application for image generation - high-quality image synthesis from salient object layout.
41	140	2020-03-28 07:49:03	Visual Paper Summary: ALBERT(A Lite BERT)	An illustrated summary of ALBERT paper and how it improves BERT and makes it resource efficient
42	145	2020-03-30 04:14:44	Controllable Person Image Synthesis with Attribute-Decomposed GAN	A novel generative model for controllable person image synthesis, which can produce realistic person images with desired human attributes.
43	147	2020-03-30 05:39:57	Back Translation for Text Augmentation with Google Sheets	Learn how to augment existing labeled text data for free using Google Sheets.
44	148	2020-03-30 14:13:46	An Illustrated Guide to Graph Neural Networks	A breakdown of the inner workings of GNNs.
45	150	2020-04-01 08:26:46	The Illustrated FixMatch for Semi-Supervised Learning	Learn how to leverage unlabeled data using FixMatch for semi-supervised learning
46	152	2020-04-01 15:38:58	A Two-Step Graph Convolutional Decoder for Molecule Generation	A simple auto-encoder framework for molecule generation.
47	157	2020-04-03 01:56:32	TransMoMo: Invariance-Driven Unsupervised Motion Retargeting	A lightweight video motion retargeting approach that is capable of transferring motion of a person in a source video realistically to another video of a target
48	158	2020-04-03 04:41:07	Tracking Objects as Points	Simultaneous object detection and tracking using center points.
49	159	2020-04-03 14:57:11	Drifter-ML	A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.
50	162	2020-04-03 20:17:50	Natural Language Processing News	Get the highlights from Natural Language Processing & Machine Learning research & industry straight to your inbox every month.
51	163	2020-04-03 20:21:13	NLP Newsletter	Democratizing Artificial Intelligence Research, Education, and Technologies.
52	168	2020-04-04 17:54:28	Self-Supervised Scene De-occlusion	We investigate the problem of scene de-occlusion, which aims to recover the underlying occlusion ordering and complete the invisible parts of occluded objects.
53	173	2020-04-05 03:00:05	Design Patterns for Production NLP Systems	Designs and tips for designing NLP production systems.
54	181	2020-04-05 14:56:34	Talking-Heads Attention	A variation on multi-head attention which includes linear projections across the attention-heads dimension, immediately before and after the softmax operation.
55	183	2020-04-05 17:50:10	What does a CNN see?	First super clean notebook showcasing @TensorFlow 2.0. An example of end-to-end DL with interpretability.
56	219	2020-04-06 14:10:22	Natural Language Processing: Pretraining - d2l	An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
57	224	2020-04-06 16:48:44	Understanding Convolutional Neural Networks for NLP	More recently we’ve also started to apply CNNs to problems in Natural Language Processing and gotten some interesting results.
58	234	2020-04-06 17:42:52	An Overview of Semantic Image Segmentation	Image segmentation is a computer vision task in which we label specific regions of an image according to what's being shown.
59	237	2020-04-06 18:02:48	Common Architectures in Convolutional Neural Networks	In this post, I'll discuss commonly used architectures for convolutional networks.
60	238	2020-04-06 18:37:33	Googletrans	Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.
61	239	2020-04-06 18:39:48	Prophet: Forecasting At Scale	Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
62	250	2020-04-06 19:24:06	Doccano	Open source text annotation tool for machine learning practitioner.
63	251	2020-04-06 19:28:58	BRAT: Rapid Annotation Tool	BRAT (brat rapid annotation tool) is based on the stav visualiser which was originally made in order to visualise BioNLP'11 Shared Task data.
64	252	2020-04-06 20:23:46	Word Embeddings	This tutorial introduces word embeddings. It contains complete code to train word embeddings from scratch on a small dataset.
65	253	2020-04-06 20:26:27	On Word Embeddings	This post presents the most well-known models for learning word embeddings based on language modeling.
66	254	2020-04-06 20:28:43	NLP for Developers: Word Embeddings | Rasa	In this video, Rasa Developer Advocate Rachael will talk about what word embeddings are, how they work, when they're used and some common errors.
67	255	2020-04-06 20:30:27	NLP for Developers: Transformers | Rasa	In this video, Rasa Developer Advocate Rachael will talk about what transformers are, how they work, when they're used and some common errors.
68	256	2020-04-06 20:42:05	A Visual Guide to Using BERT for the First Time	Tutorial for how to use a variant of BERT to classify sentences.
69	257	2020-04-06 20:45:45	The Illustrated GPT-2 (Visualizing Transformer Language Models)	Visuals explaining the inner-workings of transformers.
70	259	2020-04-06 20:51:58	The Illustrated Word2vec	In this post, we’ll go over the concept of embedding, and the mechanics of generating embeddings with word2vec.
71	260	2020-04-06 20:55:32	The Illustrated BERT, ELMo, and co.	How NLP cracked transfer learning.
72	261	2020-04-06 21:00:34	The Illustrated Transformer	In this post, we will look at The Transformer – a model that uses attention to boost the speed with which these models can be trained.
73	262	2020-04-06 21:11:40	Visualizing A Neural Machine Translation Model	Mechanics of seq2seq models with attention.
74	269	2020-04-06 22:46:54	Attention Mechanism	Main concepts behind Attention, including an implementation of a sequence-to-sequence Attention model, followed by the application of Attention in Transformers.
75	270	2020-04-06 22:50:30	Attention? Attention!	In this post, we are gonna look into how attention was invented, and various attention mechanisms and models, such as transformer and SNAIL.
76	271	2020-04-06 22:58:47	The Annotated Transformer	In this post I present an “annotated” version of the paper in the form of a line-by-line implementation.
77	272	2020-04-06 23:38:26	The Annotated GPT-2	GPT-2 explained with visualization and PyTorch code.
78	273	2020-04-06 23:41:52	Transformers - Hugging Face	🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
79	277	2020-04-07 00:30:33	Curriculum for Reinforcement Learning	Curriculum learning applied to reinforcement learning, with a few exceptions of supervised learning.
80	278	2020-04-07 00:34:46	Self-Supervised Representation Learning	What if we can get labels for free for unlabelled data and train unsupervised dataset in a supervised manner?
81	279	2020-04-07 00:36:55	Evolution Strategies	Evolutionary algorithms refer to a division of population-based optimization algorithms inspired by natural selection.
82	280	2020-04-07 00:38:25	Meta Reinforcement Learning	Explore cases when we try to “meta-learn” Reinforcement Learning (RL) tasks by developing an agent that can solve unseen tasks fast and efficiently.
83	281	2020-04-07 00:40:59	Generalized Language Models	Trend in large unsupervised pre-trained language models which have achieved amazing SOTA results on a variety of language tasks.
84	284	2020-04-07 00:57:12	Policy Gradient Algorithms	In this post, we are going to look deep into policy gradient, why it works, and many new policy gradient algorithms proposed in recent years.
85	286	2020-04-07 03:49:15	Object Detection for Dummies	We will go through several basic concepts, algorithms, and popular deep learning models for image processing and object detection.
86	287	2020-04-07 03:59:53	Learning Word Embedding	This post introduces several models for learning word embedding and how their loss functions are designed for the purpose.
87	290	2020-04-07 13:38:36	GANSpace: Discovering Interpretable GAN Controls	This paper describes a simple technique to analyze Generative Adversarial Networks (GANs) and create interpretable controls for image synthesis.
88	291	2020-04-07 14:07:59	Kornia: Differentiable Computer Vision Library for PyTorch	Set of routines and differentiable modules to solve generic computer vision problems.
89	294	2020-04-07 15:36:13	PyTorch Geometric	Geometric deep learning extension library for PyTorch.
90	295	2020-04-07 15:40:00	DGL: Deep Graph Library	Python package built to ease deep learning on graph, on top of existing DL frameworks.
91	306	2020-04-07 20:07:28	BERT Research - Key Concepts & Sources	Video series on BERT's key concepts and sources.
92	307	2020-04-07 20:11:29	GLUE Explained: Understanding BERT Through Benchmarks	In this post we take a look at an important NLP benchmark used to evaluate BERT and other transfer learning models!
93	308	2020-04-07 23:22:18	TinyBERT	TinyBERT is 7.5x smaller and 9.4x faster on inference than BERT-base and achieves competitive performances in the tasks of natural language understanding.
94	313	2020-04-08 00:02:27	NVIDIA Neural Modules: NeMo	A toolkit for conversational AI.
95	315	2020-04-08 00:10:21	VoTT: Visual Object Tagging Tool	An electron app for building end to end Object Detection Models from Images and Videos.
96	316	2020-04-08 00:12:26	Clinical BERT	Repository for Publicly Available Clinical BERT Embeddings
97	318	2020-04-08 00:16:55	Computer Vision Annotation Tool (CVAT)	Free, online, interactive video and image annotation tool for computer vision.
98	319	2020-04-08 00:19:04	LabelImg	🖍️ A graphical image annotation tool and label object bounding boxes in images.
99	327	2020-04-08 14:16:28	How to Steal Modern NLP Systems with Gibberish?	It’s possible to steal BERT-based models without any real training data, even using gibberish word sequences.
100	334	2020-04-08 15:04:28	BioWordVec & BioSentVec	Pre-trained embeddings for biomedical words and sentences
101	335	2020-04-08 15:07:44	BioBERT: a pre-trained biomedical language representation model	Code for fine-tuning BioBERT for biomedical text mining tasks such as biomedical NER, relation extraction, QA, etc.
102	341	2020-04-08 15:42:56	How to Unit Test Machine Learning Code	Wouldn’t suck to have to throw away perfectly good ideas because our implementations were buggy?
103	343	2020-04-08 15:52:19	Machine Learning Systems Design	Designing a machine learning system.
104	345	2020-04-08 16:14:23	HMTL: Hierarchical Multi-Task Learning	🌊 A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
105	347	2020-04-08 16:26:05	The State of Transfer Learning in NLP	This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP. It highlights key insights and takeaways and provides updates based on recent work.
106	349	2020-04-08 16:35:52	The Dark Secrets of BERT	How much of the linguistically interpretable self-attention patterns that are presumed to be its strength are actually used to solve downstream tasks?
107	364	2020-04-08 17:53:15	Named Entity Recognition Tagging	In this post, we go through an example from Natural Language Processing, in which we learn how to load text data and perform NER tagging for each token.
108	372	2020-04-08 18:22:46	An introduction to Q-Learning: Reinforcement Learning	Q-Learning algorithm along with an implementation in Python using Numpy.
109	378	2020-04-08 19:37:57	Ray	Ray is a fast and simple framework for building and running distributed applications.
110	380	2020-04-08 21:05:06	Graph Nets	PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
111	388	2020-04-08 21:36:39	ConvNet Playground	An interactive visualization for exploring Convolutional Neural Networks applied to the task of semantic image search.
112	392	2020-04-08 21:53:06	Embedding Projector	Visualization of high dimensional data, namely embeddings.
113	395	2020-04-08 22:12:24	Word2Viz: Explore Word Analogies	Interactive visualization of word analogies in GloVe.
114	397	2020-04-08 22:17:06	Image-to-Image Translation with Conditional Adversarial Networks	Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets
115	401	2020-04-08 22:29:09	Quick, Draw	Can a neural network learn to recognize doodling?
116	403	2020-04-08 22:44:04	A 2019 Guide to Speech Synthesis with Deep Learning	A look at recent deep learning based speech synthesis research and techniques.
117	408	2020-04-08 23:03:13	FlashTorch	Visualization toolkit for neural networks in PyTorch
118	411	2020-04-08 23:11:09	W&B: Weights and Biases	Track model training at scale.
119	419	2020-04-09 00:41:03	Text Feature Selection for Causal Inference	Identifying the linguistic features that cause people to act a certain way after reading a text, regardless of confounding variables, is something people do.
120	423	2020-04-09 00:57:49	3D Ken Burns Effect from a Single Image	Implementation of 3D Ken Burns Effect from a Single Image using PyTorch.
121	424	2020-04-09 01:02:59	Sparse Sinkhorn Attention	A new efficient and sparse method for learning to attend based on differentiable sorting of internal representations.
122	425	2020-04-09 01:41:48	Backtester	A backtesting framework for timeseries data.
123	427	2020-04-09 18:57:01	An Overview of Early Vision in InceptionV1	A guided tour of the first five layers of InceptionV1, taxonomized into “neuron groups.”
124	428	2020-04-10 04:57:53	AiLight: Automatic Highlighting Using BERT	Automatically highlight pdfs using BERT embeddings and clustering. https://anishthite.github.io/ailight
125	430	2020-04-10 15:28:43	Controlling Text Generation with Plug and Play Language Models	This article discusses an alternative approach to controlled text generation, titled the Plug and Play Language Model (PPLM).
126	431	2020-04-10 15:35:00	Genomic ULMFiT	ULMFiT for Genomic Sequence Data
127	432	2020-04-10 15:39:29	Self-Supervised Learning and Computer Vision	So, what do you do if there are no pre-trained models in your domain?
128	434	2020-04-10 15:51:52	scispaCy	A full spaCy pipeline and models for scientific/biomedical documents.
129	439	2020-04-10 17:33:38	Universal Adversarial Triggers for Attacking and Analyzing NLP	We create short phrases that cause a specific model prediction when concatenated to 𝘢𝘯𝘺 input from a dataset.
130	440	2020-04-10 17:39:19	lazynlp	Library to scrape and clean web pages to create massive datasets.
131	443	2020-04-10 17:51:39	AllenNLP Interpret	A Framework for Explaining Predictions of NLP Models
132	445	2020-04-10 18:00:50	Natural Language Processing With spaCy in Python	A comprehensive guide to NLP with spaCy.
133	446	2020-04-10 18:45:15	Tips for Successfully Training Transformers on Small Datasets	It turns out that you can easily train transformers on small datasets when you use tricks (and have the patience to train a very long time).
134	448	2020-04-10 19:14:59	🦄 How to build a SOTA Conversational AI with Transfer Learning	Train a dialog agent leveraging transfer Learning from an OpenAI GPT and GPT-2 Transformer language model.
135	452	2020-04-10 20:18:20	CS224n: Natural Language Processing with Deep Learning	In this course, students will gain a thorough introduction to cutting-edge research in Deep Learning for NLP.
136	453	2020-04-10 20:23:21	CS231n: Convolutional Neural Networks for Visual Recognition	Deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
137	455	2020-04-10 20:31:09	Illustrated: Self-Attention	Step-by-step guide to self-attention with illustrations and code.
138	459	2020-04-10 21:05:32	Beyond the Pixel Plane: Sensing and Learning in 3d	Recent deep learning techniques that enable 3D object classification and semantic segmentation.
139	462	2020-04-11 16:52:35	A Visual Guide to Self-Labelling Images	A self-supervised method to generate labels via simultaneous clustering and representation learning
140	465	2020-04-13 02:18:51	3D Photography using Context-aware Layered Depth Inpainting	A multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view.
141	466	2020-04-13 18:48:40	Tokenizers: How Machines Read	A survey of different tokenization strategies in NLP.
142	467	2020-04-13 19:43:35	Practical Text Classification With Python and Keras	You will get a grasp of current advancements of (deep) neural networks and how they can be applied to text.
143	468	2020-04-13 19:45:46	Text Classification With Torchtext	This example shows how to train a supervised learning algorithm for classification using one of these TextClassification datasets.
144	469	2020-04-13 21:17:44	Understanding Text With Bert	Building a machine reading comprehension system using the latest advances in deep learning for NLP.
145	470	2020-04-13 21:38:20	Transfer Learning with T5: the Text-To-Text Transfer Transformer	In the paper, we demonstrate how to achieve state-of-the-art results on multiple NLP tasks using a text-to-text transformer pre-trained on a large text corpus.
146	471	2020-04-13 21:48:48	Building a COVID-19 Project Recommendation System	How to create a GitHub open source repo recommendation system web app with MLflow, Sagemaker, and Booklet.ai.
147	473	2020-04-13 22:33:21	Neural Machine Translation With Attention	This notebook trains a sequence to sequence (seq2seq) model for Spanish to English translation.
148	474	2020-04-13 22:48:49	PyTorch Tutorial for Deep Learning Researchers	This repository provides tutorial code for deep learning researchers to learn PyTorch.
149	476	2020-04-14 00:40:10	Show and Tell: A Neural Image Caption Generator	A TensorFlow implementation of the image-to-text model.
150	477	2020-04-14 01:46:32	SimpleGAN	A Tensorflow-based framework to ease the training of generative models
151	478	2020-04-14 02:41:43	Semantic Segmentation on MIT ADE20K dataset in PyTorch	Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset.
152	480	2020-04-14 03:46:09	ViLBERT-MT: Multi-Task Vision & Language Representation Learning	A single ViLBERT Multi-Task model can perform 8 different vision and language tasks learnt from 12 datasets!
153	481	2020-04-14 03:50:18	Training an Image Classifier in PyTorch	Torchvision, that has data loaders for common datasets such as Imagenet, CIFAR10, MNIST, etc. and data transformers for images, vizualization and data loaders.
154	482	2020-04-14 17:28:37	A Visual Exploration of DeepCluster	DeepCluster is a self-supervised method to combine clustering and representation learning
155	486	2020-04-14 20:12:43	A 2019 guide to Human Pose Estimation with Deep Learning	The basics of Human Pose Estimation (2D) and review the literature on this topic.
156	489	2020-04-14 22:22:40	Deep Learning Based Super Resolution, Without Using a GAN	Techniques and training a deep learning model for image improvement, image restoration, inpainting and super resolution.
157	490	2020-04-14 22:35:21	U-Net Deep Learning Colorization of Greyscale Images	This article describes experiments training a neural network to generate 3 channel colour images from single channel greyscale images using deep learning.
158	491	2020-04-14 22:38:54	Deep Learning for Image Super-resolution: A Survey	This article aims to provide a comprehensive survey on recent advances of image super-resolution using deep learning approaches.
159	492	2020-04-14 22:41:52	Second-order Attention Network for Single Image Super-resolution	We propose a second-order attention network (SAN) for more powerful feature expression and feature correlation learning.
160	493	2020-04-14 22:52:49	DeepSORT: Deep Learning to Track Custom Objects in a Video	A look at deep learning based approached for object tracking.
161	494	2020-04-14 22:59:56	Fast Online Object Tracking and Segmentation: A Unifying Approach	We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
162	495	2020-04-14 23:10:48	Neural Style Transfer	This tutorial uses deep learning to compose one image in the style of another image (ever wish you could paint like Picasso or Van Gogh?).
163	499	2020-04-14 23:34:32	Deep Learning for Videos: A 2018 Guide to Action Recognition	In this post, I summarize the literature on action recognition from videos.
164	501	2020-04-15 15:20:56	Shakespeare Meets Google's Flax	Application of RNNs in Flax: Character-Level Language Model.
165	505	2020-04-15 15:59:30	Anomaly detection with Keras, TensorFlow, and Deep Learning	Perform anomaly detection in your own image datasets using deep learning.
166	507	2020-04-15 16:12:41	Almost Everything You Need to Know About Time Series	Understand moving average, exponential smoothing, stationarity, autocorrelation, SARIMA, and more.
167	508	2020-04-15 16:29:08	STEFANN: Scene Text Editor using Font Adaptive Neural Network	A generalized method for realistic modification of textual content present in a scene image. ⭐️ Accepted in CVPR 2020.
168	509	2020-04-15 16:34:04	Time Series Prediction with LSTM Using PyTorch	Time series applied to forecasting on the Airplane Passengers Dataset.
169	513	2020-04-15 17:05:36	lda2vec: Tools for interpreting natural language	The lda2vec model tries to mix the best parts of word2vec and LDA into a single framework.
170	516	2020-04-15 17:21:53	Deep Learning for Object Detection: A Comprehensive Review	A closer look at Tensorflow’s object detection models: Faster R-CNN, R-FCN, and SSD.
171	517	2020-04-15 17:31:22	An Intuitive Guide to Deep Network Architectures	Intuition behind base network architectures like MobileNets, Inception, and ResNet.
172	529	2020-04-15 19:39:24	Real-Time Voice Cloning	Clone a voice in 5 seconds to generate arbitrary speech in real-time. Code for Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech.
173	549	2020-04-16 03:48:35	15 Best Tools for Tracking Machine Learning Experiments	A feature comparison of all the open-source and commercial options for experiment tracking.
174	550	2020-04-16 08:14:50	Cycle GAN in TensorFlow 2.0 with Custom Loops	Implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" by Jun-Yan Zhu et al.
175	552	2020-04-16 10:13:12	Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset	The largest dataset of in-the-wild stereo image pairs (50K) crowd-sourced from the Holopix lightfield image-sharing social network.
176	558	2020-04-16 15:49:29	PyTorch Notebooks	🔥A collection of PyTorch notebooks for learning and practicing deep learning
177	564	2020-04-17 13:16:09	Optimize your ML models	Learn to use optimize your custom image classification models (built-in tf.keras) using TensorFlow Lite and gain 10x reduction in model's size.
178	566	2020-04-17 21:57:35	Machine learning deserves its own flavor of Continuous Delivery	When traveling in the data science world, I'm homesick for a smooth continuous delivery flow. My thoughts on approachable CD4ML.
179	574	2020-04-20 00:23:44	The Abstraction and Reasoning Corpus (ARC)	Can a computer learn complex, abstract tasks from just a few examples? ARC can be used to measure a human-like form of general fluid intelligence.
180	580	2020-04-20 00:57:03	GitHub Actions & Machine Learning Workflows with Hamel Husain	In this talk, Hamel will provide a brief tutorial on GitHub Actions, and will show you how you can use this new tool to automate your ML workflows.
181	581	2020-04-20 01:01:38	How To Create Semantic Search For Arbitrary Objects	An end-to-end example of how to build a system that can search objects semantically. By Hamel Husain & Ho-Hsiang Wu
182	598	2020-04-22 16:33:59	The Future of (Transfer Learning in) Natural Language Processing	Transfer Learning in Natural Language Processing (NLP): Open questions, current trends, limits, and future directions.
183	599	2020-04-22 16:43:13	MONAI	AI Toolkit for Healthcare Imaging.
184	601	2020-04-22 17:41:06	How I Used Deep Learning To Train A Chatbot To Talk Like Me	Facebook chatbot that I trained to talk like me using Seq2Seq.
185	602	2020-04-23 00:36:02	DialoGPT: Toward Human-Quality Conversational Response Generation	Large-scale pre-training for dialogue.
186	605	2020-04-23 03:59:57	Upside Down Reinforcement Learning	Implementation of UDRL as outlined by Juergen Schmidhuber in https://arxiv.org/abs/1912.02875
187	608	2020-04-23 12:52:02	PyImageSearch	An online platform of blogs on Computer Vision and Deep Learning.
188	619	2020-04-23 16:55:27	Implementing Portrait Bokeh Mode using OpenCV and NumPy (Python)	Do you love the portrait mode in your smartphone? This code will help you do the same using OpenCV and NumPy! Detects the faces, asks if you want to blur them!
189	621	2020-04-23 18:17:12	MixNMatch	Multifactor Disentanglement and Encoding for Conditional Image Generation
190	622	2020-04-23 21:40:09	MT-Clinical BERT	Scaling Clinical Information Extraction with Multitask Learning
191	623	2020-04-24 00:30:02	medaCy	🏥 Medical Text Mining and Information Extraction with spaCy
192	632	2020-04-24 11:37:13	Lagrangian Neural Networks	Trying to learn a simulation? Try Lagrangian Neural Networks, which explicitly conserve energy and may generalize better!
193	639	2020-04-24 20:51:18	ML Foundations and Methods for Precision Medicine and Healthcare	This tutorial will discuss ideas from machine learning that enable personalization (useful for applications in education, retail, medicine and recsys).
194	643	2020-04-26 04:34:02	Albert-base for Sanskrit	Trained Albert-base from scratch on Sanskrit corpus of Wikipedia. I have also added a link to how to train your own Language model from scratch.
195	644	2020-04-26 05:42:37	Adversarial Latent Autoencoders	Introducing the Adversarial Latent Autoencoder (ALAE), a general architecture that can leverage recent improvements on GAN training procedures.
196	652	2020-04-28 15:14:00	Optimal Transport and the Sinkhorn Transformer	Understand optimal transport and the Sinkhorn-Knopp algorithm before diving into the Sinkhorn Transformer.
197	653	2020-04-28 16:20:29	Semantic Graphs for Generating Deep Questions	Deep Question Generation (DQG), which aims to generate complex questions that require reasoning over multiple pieces of information of the input passage.
198	658	2020-04-28 21:34:00	Gutenberg Dialog	Build a dialog dataset from online books in many languages.
199	661	2020-04-29 02:41:24	Better NLP project	This is a wrapper program/library that encapsulates a couple of NLP libraries that are popular among the AI and ML communities.
200	663	2020-04-29 04:42:16	Recipes for building an open-domain chatbot	Python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA (Visual Question Answering).
201	665	2020-04-29 10:46:20	Object-detection with multi-template matching	This python package allows to perform object detection using one or a few template images, it provides a simpler alternative to deep-learning methods
202	667	2020-04-29 18:34:28	No Trump Social Chrome Plugin	An AI-driven Browser Extension to Replace Trump Pics with Puppies!
203	670	2020-04-29 19:35:22	Attribute2Font: Creating Fonts You Want From Attributes	Official PyTorch implementation of the Attribute2Font: Creating Fonts You Want From Attributes.
204	674	2020-04-30 17:52:55	YOLOv4: Optimal Speed and Accuracy of Object Detection	A minimal implementation of YOLOv4.
205	679	2020-05-01 16:17:32	Geometric and Relational Deep Learning	Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.
206	683	2020-05-01 16:35:06	TAPAS: Weakly Supervised Table Parsing via Pre-training	Using neural networks to find answers in tables.
207	686	2020-05-01 16:59:48	Jukebox: A Generative Model for Music	We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles.
208	687	2020-05-01 17:17:48	Exploratory Data Analysis of Time Series	Exploratory Data Analysis of Time Series data in Python. It uses lot of the principles and concepts discussed in Prof. Hyndman's book. The focus is on understa
209	688	2020-05-01 17:47:40	Gotchas of Transfer Learning for Image Classification	Discover the things you should care about while doing transfer learning for image classification.
210	693	2020-05-02 05:05:44	SciTLDR: Extreme Summarization of Scientific Documents	A new automatic summarization task with high source compression requiring expert background knowledge and complex language understanding.
211	694	2020-05-02 15:29:06	BLINK: Better entity LINKing	Entity Linking python library that uses Wikipedia as the target knowledge base.
212	695	2020-05-02 21:33:31	Five Cool Python Libraries for Data Science	Python is a best friend for the majority of the Data Scientists. Libraries make their life simpler. I have come across five cool Python libraries while working
213	700	2020-05-03 13:49:29	Fastai2 Vision Module	A detailed guide to using fastai2 Datablock API for common computer vision tasks
214	702	2020-05-03 20:19:10	Unsupervised Question Decomposition for Question Answering	Decompose hard (multi-hop) questions into several, easier (single-hop) questions using unsupervised learning, and get better accuracy on multi-hop QA.
215	704	2020-05-04 11:58:27	Training Batch Norm and Only Batch Norm	Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
216	707	2020-05-05 03:36:50	The Big Bad NLP Database	A collection of 400+ NLP datasets with papers included.
217	708	2020-05-05 03:51:53	POINTER: Constrained Text Generation	Constrained Text Generation via Insertion-based Generative Pre-training
218	712	2020-05-05 05:55:46	Covid-19: A-Geo-Statistical-Analysis	Analysis with the time series data available for various countries.
219	713	2020-05-05 07:13:49	Cognito : Data wrangling toolkit	Cognito is an exclusive python data preprocessing library and command-line utility that helps any developer to transform raw data into a machine-learning format
220	717	2020-05-05 14:46:57	Synthesizer: Rethinking Self-Attention in Transformer Models	The dot product self-attention is known to be central and indispensable to state-of-the-art Transformer models. But is it really required?
221	726	2020-05-06 01:10:55	ConvNets-TensorFlow2	Implementing a variety of popular and important CNN architectures
222	732	2020-05-06 04:20:43	StellarGraph - Machine Learning on Graphs	State-of-the-art algorithms for graph machine learning, making it easy to discover patterns and answer questions about graph-structured data.
223	733	2020-05-06 04:30:47	LandCover.ai	Dataset for automatic mapping of buildings, woodlands and water from aerial imagery.
224	734	2020-05-06 04:33:15	Generating SOAP Notes from Doctor-Patient Conversations	Evaluate complete pipelines for leveraging these transcripts to train machine learning model to generate these notes.
225	741	2020-05-07 01:15:12	Zero-shot Neural Retrieval via Domain-targeted Synthetic Queries	Zero-shot learning for ad-hoc retrieval models that relies on synthetic query generation.
226	778	2020-05-07 21:28:34	Harry Potter and the Deep Learning Experiment	RNN built with TensorFlow to generate text based on Harry Potter's books.
227	783	2020-05-08 14:44:04	NeuralCook — Image2Ingredients and Cooking Recommendation	Deep learning application to identify ingredients from cooking dishes images and recommend dishes to cook, given a set of ingredients.
228	788	2020-05-09 04:12:10	NER model for 40 languages trained with the new TFTrainer	This model is a fine-tuned XLM-Roberta-base over the 40 languages proposed in XTREME from Wikiann.
229	791	2020-05-09 14:30:08	Pose Animator	Takes a 2D vector illustration and animates its containing curves in real-time based on the recognition result from PoseNet and FaceMesh.
230	792	2020-05-09 16:59:54	A Commit History of BERT and its Forks	What a commit history of version-controlled research papers could look like?
231	795	2020-05-10 04:51:17	U^2-Net	The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
232	796	2020-05-10 05:08:27	Age and Gender Estimation using Multi-Task CNN	Used a multi task CNN to predict the age group and gender of the person in the image.
233	797	2020-05-10 15:31:27	Data augmentation recipes in tf.keras image-based models	Learn about different ways of doing data augmentation when training an image classifier in tf.keras.
234	799	2020-05-11 00:40:49	Injecting Inductive Bias in Graph Neural Networks (MIT talk)	Equivariant Mesh Neural Networks and Neural Augmented (Factor) Graph Neural Networks.
235	800	2020-05-11 00:44:10	Feature Stores for ML	List of production ML groups and their open-source feature store architectures.
236	803	2020-05-11 02:13:32	Image Semantic Segmentation of UAV mining area based on Deeplabv3	Data: UAV mining area image Tools: PyTorch Frame: Deeplabv3 Semantic Segmentation
237	820	2020-05-11 14:19:18	A Comprehensive Survey on Graph Neural Networks	A Comprehensive Survey on Graph Neural Networks.
238	821	2020-05-11 15:03:57	Hidden Technical Debt in Machine Learning Systems	Using the software engineering framework of technical debt, we find it is common to incur massive ongoing maintenance costs in real-world ML systems.
239	822	2020-05-11 15:10:09	In-Domain GAN Inversion for Real Image Editing	We propose an in-domain GAN inversion method, which faithfully reconstructs the input image but also ensures the inverted code to be semantically meaningful.
240	825	2020-05-11 23:07:39	Neural Networks for NLP (CMU CS 11-747)	This class will start with a brief overview of neural networks, then spend the majority of the class demonstrating how to apply neural networks to language.
241	826	2020-05-12 03:02:02	DANet PyTorch	A Pytorch implementation of Dual Attention Network for Scene Segmentation
242	828	2020-05-12 05:04:58	BART version of closed-book QA	This is a BART version of sequence-to-sequence model for open-domain QA in a closed-book setup, based on PyTorch and Huggingface's Transformers.
243	829	2020-05-12 05:07:35	Unsupervised Reinforcement Learning	Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.
244	831	2020-05-13 02:24:24	CCNet_PyTorch	A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation
245	832	2020-05-13 04:22:09	Image segmentation in 2020	Architectures, Losses, Datasets, and Frameworks
246	833	2020-05-13 04:27:08	Plan2Explore: Plan to Explore via Self-Supervised World Models	A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.
247	835	2020-05-13 04:39:31	Toward Better Storylines with Sentence-Level Language Models	We propose a sentence-level language model which selects the next sentence in a story from a finite set of fluent alternatives.
248	836	2020-05-13 04:43:57	Epipolar Transformers	Differentiable "epipolar transformer", which enables the 2D detector to leverage 3D-aware features to improve 2D pose estimation.
249	840	2020-05-13 05:03:33	Machine Learning on Graphs: A Model and Comprehensive Taxonomy	We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.
250	841	2020-05-13 05:10:58	BLEURT: Learning Robust Metrics for Text Generation	A metric for Natural Language Generation based on transfer learning.
251	842	2020-05-13 13:20:07	Identifying Brain Tumor from MRI images using FastAI -DynamicUnet	To use FASTAI unet learner to identify tumours from MRI of Brain, logging loss metrics in Neptune AI logger and compare the results after hyperparameter tuning.
252	847	2020-05-13 22:53:36	HuggingTweets	Tweet Generation with Huggingface.
253	849	2020-05-13 22:59:38	Top Down Introduction to BERT with HuggingFace and PyTorch	I will also provide some intuition into how BERT works with a top down approach (applications to algorithm).
254	850	2020-05-13 23:02:29	Transformers from Scratch	Attempt to explain directly how modern transformers work, and why, without some of the historical baggage.
255	852	2020-05-14 07:11:26	Scene Classification using Pytorch and Fast.ai	The objective is to classify Multi-label images using deep learning. Here I have used Fast.ai library for implementing the model.
256	855	2020-05-14 12:32:20	Fake new detection Pytorch	Fake News Detection by Learning Convolution Filters through Contextualized Attention.
257	857	2020-05-14 14:25:11	FastHugs: Sequence Classification with Transformers and Fastai	Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
258	858	2020-05-14 14:35:37	Open-Dialog Chatbots for Learning New Languages	A tutorial for automatically generate code comments using Deep Learning.
259	860	2020-05-14 17:35:04	Electra	ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
260	862	2020-05-14 19:13:59	DQN In Pytorch Livestream Series	I'm doing a series of streams about reinforcement learning (starting from Q learning) focused on showing the work in as much detail as possible (e.g. debugging)
261	863	2020-05-15 04:24:58	S2IGAN: Speech-to-Image Generation via Adversarial Learning	A speech-to-image generation (S2IG) framework is proposed which translates speech descriptions to photo-realistic images without using any text information.
262	864	2020-05-15 13:04:19	Twitter Sentiment Analysis	This project is based on Natural Language processing (NLP), in this we do sentiment analysis(i.e, how much it is positive or negative) of tweets of any account.
263	866	2020-05-15 13:51:56	HuggingFace nlp library	nlp is a lightweight and extensible library to easily share and load dataset and evaluation metrics, already providing access to ~100 datasets and ~10 evaluatio
264	868	2020-05-15 14:07:47	RXNMapper: Unsupervised Attention-Guided Atom-Mapping	The atom-mapping information was learned by an ALBERT model trained in an unsupervised fashion on a large dataset of chemical reactions.
265	869	2020-05-15 14:08:12	ICLR 2020 Trends: Better & Faster Transformers for NLP	A summary of promising directions from ICLR 2020 for better and faster pretrained tranformers language models.
266	875	2020-05-15 22:53:58	Differentiable Reasoning over Text	We consider the task of answering complex multi-hop questions using a corpus as a virtual knowledge base (KB).
267	877	2020-05-16 02:42:32	Semi-supervised image classification with GANs	Shows how to perform semi-supervised image classification with GANs. The cover image is from Chapter 7, GANs in Action.
268	879	2020-05-16 10:57:53	HighRes-net: Multi-Frame Super-Resolution of satellite imagery	Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
269	880	2020-05-16 11:50:31	How Deep Is Your Love For Transfer Learning In NLP?	A review of NLP research
270	881	2020-05-16 13:32:51	Time Series Forecasting with TensorFlow.js	Machine learning is becoming increasingly popular these days and a growing number of the world’s population see it is as a magic crystal ball: predicting when a
271	882	2020-05-16 13:35:31	Phrases extraction and D3 Wordcloud	100% JavaScript solution to extracting phrases from text and display key points in a beautiful D3 wordcloud.
272	883	2020-05-16 13:37:44	Reinforcement Learning Tic Tac Toe with Value Function	A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function
273	884	2020-05-16 13:40:07	Build a Textual Similarity Web App with TensorFlow.js	Have you wondered how search engines understand your queries and retrieve relevant results? How chatbots extract your intent from your questions and provide the
274	890	2020-05-16 19:51:33	cyBERT: Applying BERT to Windows event logs	This blog shows how interpreting cybersecurity logs as a natural language, improving upon the standard regex-based parsing of log data.
275	892	2020-05-17 02:08:12	DPOD: Pose Estimator	PyTorch recreation of a SOTA 6D Pose estimation research paper.
276	893	2020-05-17 04:44:04	ESTorch	ESTorch is an Evolution Strategy Library build around PyTorch.
277	894	2020-05-17 04:47:40	A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS	Korbit, a large-scale, open-domain, mixed-interface, dialogue-based intelligent tutoring system (ITS).
278	900	2020-05-17 08:14:24	A Visual Survey of Data Augmentation in NLP	An extensive overview of text data augmentation techniques for Natural Language Processing
279	901	2020-05-17 09:57:38	DoYouEvenLearn	Essential Guide to keep up with AI/ML/DL/CV
280	902	2020-05-18 00:57:27	Differentiable Adaptive Computation Time for Visual Reasoning	DACT, a new algorithm for achieving adaptive computation time that, unlike existing approaches, is fully differentiable.
281	903	2020-05-18 11:15:12	Semixup: In- and Out-of-Manifold Regularization	Semixup is a semi-supervised learning method based on in/out-of-manifold regularization.
282	905	2020-05-18 14:40:51	Deep Reinforcement Learning for Supply Chain & Price Optimization	Explore how deep reinforcement learning methods can be applied in several basic supply chain and price management scenarios.
283	907	2020-05-18 14:53:33	TextAttack	A Python framework for building adversarial attacks on NLP models.
284	913	2020-05-19 03:19:59	aitextgen	A robust Python tool for text-based AI training and generation using GPT-2.
285	914	2020-05-19 03:25:11	How Hugging Face achieved a 2x performance boost for QA	Question Answering with DistilBERT in Node.js
286	918	2020-05-19 22:36:09	Accelerate your NLP pipelines using Hugging Face and ONNX	How the ONNX Runtime team and Hugging Face are working together to address challenges in training and deployment of Transformer models.
287	920	2020-05-20 02:35:11	Attentron	Few-shot text-to-speech exploiting attention-based variable length embedding
288	921	2020-05-20 02:39:09	Torch Points3D	Pytorch framework for doing deep learning on point clouds.
289	922	2020-05-20 07:23:50	NLP Model Selection	NLP model selection guide to make it easier to select models. This is prescriptive in nature and has to be used with caution.
290	925	2020-05-20 16:20:28	Model-Agnostic Meta-Learning for Reinforcement Learning with TF2	Reimplementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
291	927	2020-05-21 03:16:17	FashionBERT	Text and image matching with adaptive loss for cross-modal retrieval.
292	934	2020-05-21 03:45:38	📈 Automated Time Series Forecasting	This data app uses Facebook's open-source Prophet library to automatically forecast values into the future.
293	935	2020-05-21 14:22:01	Look inside the workings of "Label Smoothing"	This blog post describes how and why does "trick" of label smoothing improves the model accuracy and when should we use it
294	938	2020-05-22 01:01:32	Content and Style Disentanglement for Artistic Style Transfer	Hi-Res style transfer and interpolation between styles
295	939	2020-05-22 03:08:40	Time Series Classification Using Deep Learning	In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed.
296	940	2020-05-22 03:16:29	TAO: A Large-Scale Benchmark for Tracking Any Object	A diverse dataset for Tracking Any Object (TAO) consisting of 2,907 high resolution videos, captured in diverse environments, which are half a minute long on
297	941	2020-05-22 03:21:10	BiT: Exploring Large-Scale Pre-training for Compute	We are excited to share the best BiT models pre-trained on public datasets, along with code in TF2, Jax, and PyTorch.
298	947	2020-05-22 13:34:30	Self Driving Car	This project is a demonstration of a working model of self driving car 🚗🚗 identifying and following lanes using powerful computer vision 🕶🕶 algorithms.
299	948	2020-05-22 13:39:15	Plant Disease Detection	This website help you to detect disease in your plant🌳 based to the plant's leaf🍃 image
300	951	2020-05-23 03:19:00	YoloV3 implementation in keras and tensorflow 2.2	YoloV3 Real Time Object Detector in tensorflow 2.2.
301	952	2020-05-23 03:22:11	Face Mask Detector	A simple Streamlit frontend for face mask detection in images using a pre-trained Keras CNN model + OpenCV and model interpretability.
302	957	2020-05-23 09:18:52	Colbert AI	Colbert AI is a Deep Learning Language Model that generates text in the style of Stephen Colbert's famous monologues.
303	961	2020-05-23 16:01:21	How to Build Robust Embeddings for Visual Similarity Tasks	This repository I package a bunch of tips and tricks to efficiently train deep learning models in computer vision
304	962	2020-05-24 00:09:28	Basic ML Algorithms from scratch.	Implement basic Machine Learning Algorithms from scratch in python.
305	963	2020-05-24 03:13:28	Build your first data warehouse with Airflow on GCP	What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline?
306	966	2020-05-24 10:24:03	Building an Intelligent Twitter Bot	The volume of information going through Twitter per day makes it one of the best platforms to get information on any subject of interest.
307	968	2020-05-24 16:40:46	Self Supervised Representation Learning in NLP	An overview of self-supervised pretext tasks in Natural Language Processing
308	970	2020-05-24 20:01:29	Job Classification	Job Classification done using Techniques of NLP and ML. Dataset used from Kaggle of Indeeed job posting.
309	972	2020-05-25 03:23:16	Next Word Prediction	Using transformers to predict next word and predict <mask> word.
310	974	2020-05-25 03:28:32	PixelLib	Pixellib is a library for performing segmentation of images.
311	978	2020-05-25 05:53:46	TensorFlow.js - Gesture Controlled 2048	Gesture Controlled 2048 built with TensorFlow.js
312	979	2020-05-25 11:04:50	Taxi Demand Prediction NewYorkCity	Predict the number of pickups as accurately as possible for each region in a 10 -min interval.
313	980	2020-05-25 14:52:17	Super-BPD for Fast Image Segmentation	We propose direction-based super-BPD, an alternative to superpixel, for fast generic image segmentation, achieving state-of-the-art real-time result.
314	986	2020-05-26 03:47:15	Neural Topological SLAM for Visual Navigation	Topological representations for space that effectively leverage semantics and afford approximate geometric reasoning.
315	987	2020-05-26 13:16:48	Zero To One For NLP	A collection of all resources for learning NLP
316	989	2020-05-26 17:17:14	NLP for Developers: Shrinking Transformers | Rasa	In this video, Rasa Senior Developer Advocate Rachael will talk about different approaches to make transformer models smaller.
317	993	2020-05-27 05:26:33	DETR: End-to-End Object Detection with Transformers	A new method that views object detection as a direct set prediction problem.
318	997	2020-05-28 03:20:06	AutoSweep: Recovering 3D Editable Objects from a Single Photo	Fully automatic framework for extracting editable 3D objects directly from a single photograph.
319	1000	2020-05-28 03:33:52	CMU LTI Low Resource NLP Bootcamp 2020	A low-resource natural language and speech processing bootcamp held by the Carnegie Mellon University Language Technologies Institute in May 2020.
320	1007	2020-05-28 21:30:37	Humour.ai : Language Model that can crack Jokes	A Language model that can make you laugh. Humour.ai model tries to complete a sentence in a humourous way given some input words.
321	1008	2020-05-29 02:28:53	face mask detection	detects whether a person wearing a mask or not
322	1009	2020-05-29 02:47:06	Train ALBERT for NLP with TensorFlow on Amazon SageMaker	To train BERT in 1 hour, we efficiently scaled out to 2,048 NVIDIA V100 GPUs by improving the underlying infrastructure, network, and ML framework.
323	1010	2020-05-29 02:51:39	GPT-3: Language Models are Few-Shot Learners	We show that scaling up language models greatly improves task-agnostic, few-shot performance, sometimes even reaching competitiveness with prior SOTA.
324	1013	2020-05-29 03:06:41	Guided Uncertainty-Aware Policy Optimization	Combining learning and model-based strategies for sample-efficient policy learning.
325	1018	2020-05-29 08:09:04	GOTURN-PyTorch	PyTorch implementation of "Learning to Track at 100 FPS with Deep Regression Networks"
326	1020	2020-05-29 09:54:04	Applying Modern Best Practices to Autoencoders	This project applies best modern practices found in other areas of image research to autoencoders. Comparing models from other areas of image research.
327	1021	2020-05-29 10:33:26	Sentiment analysis	Sentiment analysis by combining three dataset amazon,yelp, IMDb reviews to train our,model to classify if a comment is negative or positive denoted by 0 and 1.
328	1022	2020-05-29 13:27:20	The designer - gpt2 bot that talks about UX Design	This twitter profile spits out thoughts on design and development. Trained with hundreds of Books on UX design and Front end development, it has opinions.
329	1024	2020-05-29 14:15:30	Sentiment Classification for UtaPass & KKBOX Reviews	Text classification for reviews of UtaPass & KKBOX using different deep learning models.
330	1025	2020-05-29 14:18:59	Forex Prediction	Using neural networks to predict movement of forex direction.
331	1026	2020-05-29 14:24:07	Lyrics-Based Music Genre Classifier	Classify the genre (Rock, Pop, Hip-Hop, Not Available, Metal, Other, Country, Jazz, Electronic, R&B, Indie, Folk) of the song by its lyrics.
332	1028	2020-05-29 14:39:16	ARBML	Implementation of many Arabic NLP and ML projects. Providing real time experience using many interfaces like web, command line and notebooks.
333	1035	2020-05-29 16:11:11	Zero Shot Topic Classification	Bart with a classification head trained on MNLI.
334	1045	2020-05-30 01:35:24	Illustrated Guide to Transformers: Step by Step Explanation	In this post, we’ll focus on the one paper that started it all, “Attention is all you need”.
335	1046	2020-05-30 01:39:25	Illustrated Guide to Transformers	A component by component breakdown analysis.
336	1055	2020-05-30 09:02:27	Automatic-Face-Detection-Annotation-and-Preprocessing	Automatically detect , annotate , collect the coordinates , convert to csv and to tfrecord
337	1058	2020-05-30 09:43:39	SmartFeed.ai	NLP Based Article Recommendation System
338	1059	2020-05-30 10:50:55	Wheat Detection 🌾	This is a project for detecting and creating bounding box of wheat heads 🌾.
339	1068	2020-05-30 18:20:40	Effects of News Sentiments on Stock Predictions	Project is based on the Natural Language Processing technique called Sentiment Analysis. Stock market and news related to it as the subject of analysis.
340	1069	2020-05-30 20:04:49	NLP News Category	The objective of this repository is to create a NLP bot for when you give the robot the headline of the news and a short description it will return the genre.
341	1070	2020-05-30 20:06:48	AI Debate Master	Created and deployed a bot made to debate with a human on any given topic. Employed a Doc2Vec model using Gensim library in Python
342	1075	2020-05-31 04:44:27	Zero-Shot Learning for Text Classification	A visual summary of “Train Once, Test Anywhere” paper for zero-shot text classification
343	1080	2020-05-31 05:23:23	Dash DETR Detection App	A User Interface for DETR built with Dash. 100% Python.
344	1081	2020-05-31 05:28:53	AI Basketball Analysis	🏀 AI web app and API to analyze basketball shots and shooting pose.
345	1083	2020-05-31 08:20:06	Reverse Image Search	Have you ever wondered how google image search works or How amazon can retrieve products similar to the image that we upload in the app/site? To achieve this ta
346	1084	2020-05-31 08:22:45	Beginner’s guide to Machine Learning Model Deployment	Are you a beginner in the field of machine learning and wondering how to bring your project to live. I'm was in the same situation when I started learning ML. M
347	1093	2020-05-31 17:39:22	MedicalZoo PyTorch	A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
348	1094	2020-05-31 19:11:28	Paraphrase Any Question with T5 (Text-To-Text Transformer)	Given a question, generate paraphrased versions of the question with T5 transformer. Pretrained model and training script provided.
349	1100	2020-06-01 05:56:43	Movie Recommendation System	This is a web app which recommends movies based on their plots found on IMDb.
350	1104	2020-06-01 10:02:09	Convnet Galaxy Morphology Classifier	Classify galaxies from Hubble Tuning Fork using Convnet.
351	1107	2020-06-01 14:52:29	2nd Place Solution to Ship Identification Hackathon	The problem statement was to identify the type of ship from photos taken from the survey boats. The hackathon was organized by Analytics Vidhya.
352	1110	2020-06-01 16:44:55	Deep learning Architecture: AlexNet	Explaining network architecture for AlexNet
353	1111	2020-06-01 18:13:26	Movement Pruning: Adaptive Sparsity by Fine-Tuning	We propose the use of movement pruning, a simple, deterministic first-order weight pruning method that is more adaptive to pretrained model fine-tuning.
354	1112	2020-06-01 18:57:31	Document search engine	NLP based search engine for single page pdf files.
355	1115	2020-06-01 21:07:53	Softbot design with WANNS	Soft robots are robots built from highly compliant materials, similar to those found in living organisms. This project explored CPPNs and WANNs to design them
356	1121	2020-06-02 05:07:17	Motion2Vec	Semi-Supervised Representation Learning from Surgical Videos
357	1122	2020-06-02 05:10:18	Machine Learning: Tests and Production	Best practices for testing ML-based systems.
358	1130	2020-06-02 11:51:38	Generate True or False questions from any content	Automatically generate “True or False” questions like the ones you see in school textbooks using OpenAI GPT2, Sentence BERT, and Berkley parser
359	1131	2020-06-02 13:41:32	Sized Fill-in-the-blank or Multi Mask filling with RoBERTa	Sized fill-in-the-blank or conditional text filling is the idea of filling missing words of a sentence with the most probable choice of words.
360	1132	2020-06-02 14:56:10	T5 for Sentiment Span Extraction	Exploring how T5 works and applying it for sentiment span extraction.
361	1133	2020-06-02 14:58:58	Getting Started with Time Series analysis using Pandas	An introductory guide to get started with the Time Series datasets in Python
362	1135	2020-06-02 15:06:34	Melanoma Detection with Pytorch	In this video, I show you how you can build a deep learning model to detect melanoma with a very high accuracy.
363	1139	2020-06-02 19:53:37	RoBERTa → Longformer: Build a "Long" Version of Pretrained Models	This notebook replicates the procedure descriped in the Longformer paper to train a Longformer model starting from the RoBERTa checkpoint.
364	1145	2020-06-03 01:51:14	Learning Dexterity End-to-End	We trained a human-like robot hand to manipulate physical objects with unprecedented dexterity.
365	1148	2020-06-03 02:28:20	A Practical guide to building a conversational chatbot	Building a Chatbot from scratch using Keras and NLTK library for a customer service company
366	1151	2020-06-03 07:25:27	Web Mining and Information theory	Mining the Web and playing with Natural Language processing. Implementing Information retrieval System tasks. Going towards the NLP and Performing Machine Learning algorithms. Through these codes and problems, I have understood the information retrieval process of any search engine. These are very useful problems towards sentiment analysis.
367	1162	2020-06-03 22:05:30	Deep Q-Network on Space Invaders.	This is a PyTorch implementation of a Deep Q-Network agent trained to play the Atari 2600 game of Space Invaders.
368	1165	2020-06-04 03:53:43	YOLOv4	A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection.
369	1166	2020-06-04 03:55:53	Acme: A Research Framework for Reinforcement Learning	A library of reinforcement learning components and agents.
370	1176	2020-06-04 09:10:07	doc2vec Paragraph Embeddings for Text Classification	Text classification model which uses gensim's Doc2Vec for generating paragraph embeddings and scikit-learn Logistic Regression for classification.
371	1178	2020-06-04 12:19:52	Machine Learning with Fastai	The fastai library is based on research into deep learning best practices undertaken at fast.ai, and includes support for Vision, Text, tabular and Collab
372	1180	2020-06-04 14:58:19	The Transformer … “Explained”?	An intuitive explanation of the Transformer by motivating it through the lens of CNNs, RNNs, etc.
373	1181	2020-06-04 16:28:24	TensorflowTTS: Real-Time SOTA Speech Synthesis for Tensorflow 2.0	TensorflowTTS provides real-time state-of-the-art speech synthesis architectures such as Tacotron2, Melgan, FastSpeech.
374	1185	2020-06-04 22:36:31	PyTorch Transformers Tutorials	A set of annotated Jupyter notebooks, that give user a template to fine-tune transformers model to downstream NLP tasks such as classification, NER etc.
375	1192	2020-06-05 04:28:52	BERT Summarization	This folder contains colab notebooks that guide you through the summarization by BERT and GPT-2 to play with your data.
376	1194	2020-06-05 04:35:14	Divide Hugging Face Transformers Training Time By 2	Reducing training time helps to iterate more in a fixed budget time and thus achieve better results.
377	1199	2020-06-05 15:39:56	How NLP has evolved for Financial Sentiment Analysis	Do we still need humans to read boring financial statements?
378	1202	2020-06-05 17:51:33	The NLP Pandect - All NLP resources in one place	The NLP Pandect was created to help you find almost anything related to Natural Language Processing that is available online.
379	1203	2020-06-05 18:18:18	Summary of 🤗 Transformers Models	A high-level summary of the differences between each model in HuggingFace's Transformer library.
380	1204	2020-06-05 22:56:38	Snaked: Classifying Snake Species using Images	Proof of concept that it is possible to identify snake species and whether poisonous from photographs (PyTorch code/model with Android app)
381	1211	2020-06-06 15:13:13	Literate Lamp: Answering Question with Common Sense	We study the problem of answering questions that require common sense to be answered using Transformer-based models and the ConceptNet knowledge base.
382	1215	2020-06-06 19:00:39	Pytorch Faster RCNN	Fine Tune Faster RCNN in pytorch for your task.
383	1222	2020-06-07 04:34:58	Paragraph Summarizer	Uses the extractive way of summarizing the text by finding the score and ranking it.
384	1223	2020-06-07 04:39:32	Leafy: Plant Leaf Classifier	The sequential model trained on images from the leafsnap.com
385	1236	2020-06-07 21:03:31	COVID-Q: A Dataset of 1,690 Questions about COVID-19	This dataset consists of COVID-19 questions which have been annotated into a broad category (e.g. Transmission, Prevention) and a more specific class such that
386	1237	2020-06-08 03:43:45	Keras notifications on Slack!	Get slack notifications of your model's training progress when training with Keras (or tf.keras)
387	1239	2020-06-08 07:05:15	Zero-shot Text Classification With Generative Language Models	An overview of a text generation approach to zero-shot text classification with GPT-2
388	1241	2020-06-08 08:25:01	Funnel-Transformer: Filtering out Sequential Redundancy	Funnel-Transformer is a self-attention model that gradually compresses the sequence of hidden states to a shorter one and hence reduces the computation cost.
389	1243	2020-06-08 08:39:34	Timeseries Anomaly Detection using an Autoencoder	Detect anomalies in a timeseries using an Autoencoder.
390	1246	2020-06-08 09:47:02	Fairseq-tagging	a Fairseq fork for sequence tagging/labeling tasks
391	1249	2020-06-08 16:59:01	Know-Corona : Kaggle COVID-19 Open Research Dataset Challenge (CO	NLP/state-of-the-art language model (BERT) based Question & Answering pipeline to answer all task questions after analyzing articles abstract of COVID-19, SARS-
392	1251	2020-06-08 18:38:49	Automatic Asset Classification	This project aims to automate the task of labelling images of flood defence assets as well as clustering images to find possibly better groupings.
393	1255	2020-06-09 01:50:33	TransformerTTS	🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
394	1257	2020-06-09 01:58:48	How Big Should My Language Model Be?	Tool to explore language model training and optimize the compute costs.
395	1258	2020-06-09 02:04:49	MSeg: A Composite Dataset for Multi-domain Semantic Segmentation	A composite dataset that unifies semantic segmentation datasets from different domains.
396	1259	2020-06-09 02:11:15	Network Fusion for Content Creation With Conditional Inns	We present a method to repurpose powerful, existing models for new tasks, even though they have never been designed for them.
397	1260	2020-06-09 02:14:59	Advanced Deep Learning for Computer Vision (ADL4CV)	The Visual Computing Group offers a variety of lectures and seminars on a regular basis, covering hot areas in computer graphics, vision, and machine learning.
398	1272	2020-06-10 05:13:41	Linformer: Self-Attention with Linear Complexity	We demonstrate that the self-attention mechanism can be approximated by a low-rank matrix.
399	1274	2020-06-10 05:21:00	Getting Machine Learning to Production	Machine learning is hard and there are a lot, a lot of moving pieces.
400	1275	2020-06-10 05:24:07	Exploration Strategies in Deep Reinforcement Learning	Exploitation versus exploration is a critical topic in reinforcement learning. This post introduces several common approaches for better exploration in Deep RL.
401	1278	2020-06-10 12:50:41	Automatically Generate Multiple Choice Questions (MCQs)	Automatically Generate Multiple Choice Questions (MCQs) from any content with BERT Summarizer, Wordnet, and Conceptnet
402	1287	2020-06-10 18:27:24	BERT Loses Patience: Fast and Robust Inference with Early Exit	Patience-based Early Exit, a inference method that can be used as a plug-and-play technique to simultaneously improve the efficiency of a pretrained LM.
403	1298	2020-06-11 04:18:27	PEGASUS: a SOTA model for Abstractive Text Summarization	A State-of-the-Art Model for Abstractive Text Summarization.
404	1301	2020-06-11 04:29:24	Big GANs Are Watching You	We demonstrate that object saliency masks for GAN-produced images can be obtained automatically with BigBiGAN.
405	1309	2020-06-11 19:04:31	Sentiment Analysis on News Article	Used Twitter API to extract news-related tweets. Did some preprocessing and then calculated the tweets' polarity.
406	1310	2020-06-11 20:30:38	GPT-3 Language Model: A Technical Overview	Technical details of the GPT-3 model, training, inference and what to expect next.
407	1312	2020-06-11 20:37:47	OpenAI API	API for accessing new AI models developed by OpenAI.
408	1320	2020-06-12 04:17:08	Implementation of a Contextual Chatbot in PyTorch	Simple chatbot implementation with PyTorch.
409	1325	2020-06-12 11:06:34	Author Identification using Doc2Vec	Web app of an author identification model trained on PAN 2012 dataset and Kaggle's Spooky Authorship Dataset
410	1329	2020-06-12 12:44:18	Training game agents with supervised learning	This is a continuing research project trying find ways to learn complex tasks such as games without using Reinforcement Learning.
411	1371	2020-06-13 17:16:07	Baymax - ChatBot	Baymax Chatbot is a part of my summer training program @AdHoc Networks, Jaipur. A chatbot that allows user to signup and login to maintain their record. When c
412	1372	2020-06-13 17:21:43	How to Evaluate Longformer on TriviaQA using NLP	We will evaluate a pretrained LongformerForQuestionAnswering model on the validation dataset of TriviaQA.
413	1374	2020-06-13 17:28:13	Extracting Structured Data from Templatic Documents	Automatically extract data from structured documents—invoices, receipts, etc.—with the potential to streamline many business workflows.
414	1392	2020-06-13 20:58:33	StackOver Flow Data Analysis	Analysing certain aspects of the stack overflow data and creating "Tag Predictor" which predicts tag based on the post posted.
415	1398	2020-06-14 05:51:06	Super-resolution Variational Auto-Encoders	VAE with RealNVP prior and Super-Resolution VAE in PyTorch.
416	1399	2020-06-14 05:57:16	Video object grounding	Video object grounding using semantic roles in language description.
417	1418	2020-06-14 17:43:34	Short Notes on Behavior Regularized Offline RL	Blog Article on Behavior Regularized Offline Reinforcement Learning by Yifan Wu et al. (2019)
418	1423	2020-06-14 22:10:57	Entity Embedding with LSTM for Time-Series	Demonstration of using LSTM for forecasting with structured time-series data, containing categorical and numerical features.
419	1424	2020-06-15 02:27:55	Why We Switched from Flask to FastAPI for Production ML	The most popular tool isn’t always the best.
420	1425	2020-06-15 02:31:48	Building a Captcha OCR in TF2.0	A Kaggle notebook showcasing the use of an Endpoint layer for CTC loss function used for building a Captcha Reader in TensorFlow.
421	1427	2020-06-15 02:40:48	101 Ways to Solve Search - Dair AI ft. Pratik Bhavsar	A comprehensive overview of explaining how NLP is used for search.
422	1438	2020-06-15 11:06:35	Multimodal Meme Classification	UNITER has given state of the art results in various image-text related problems. This project aims at finetuning UNITER to solve Hateful memes challenge
423	1453	2020-06-16 01:32:49	Interpretable Machine Learning for Computer Vision	Recent progress we made on visualization, interpretation, and explanation methodologies for analyzing both the data and the models in computer vision.
424	1455	2020-06-16 02:32:53	Predicting Unintentional Action in Video	We introduce a dataset of in-the-wild videos of unintentional action, as well as a suite of tasks for recognizing, localizing, and anticipating its onset.
425	1457	2020-06-16 02:46:25	Synthesizing High-Resolution Images with StyleGAN2	Developed by NVIDIA Researchers, StyleGAN2 yields state-of-the-art results in data-driven unconditional generative image modeling.
426	1458	2020-06-16 02:51:13	PIFuHD: High-Resolution 3D Human Digitization	This repository contains a pytorch implementation of "Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization".
427	1460	2020-06-16 03:21:07	Instance Shadow Detection	Instance shadow detection aims to find shadow instances paired with object instances.
428	1461	2020-06-16 03:24:02	Detectron2	FAIR's next-generation platform for object detection and segmentation.
429	1473	2020-06-16 22:37:58	tslearn	A machine learning toolkit dedicated to time-series data.
430	1475	2020-06-16 22:45:15	PyTorch3D	FAIR's library of reusable components for deep learning with 3D data.
431	1476	2020-06-16 22:48:45	Course Review - Causal Inference	Types of understanding that causal inference researchers value.
432	1478	2020-06-16 22:56:31	Unsupervised Learning of Probably Symmetric Deformable 3D Objects	A method to learn 3D deformable object categories from raw single-view images, without external supervision.
433	1480	2020-06-16 23:06:13	A Guide to Natural Language Processing With AllenNLP	basics of using AllenNLP
434	1482	2020-06-17 12:12:03	Real Time Object Detection using CNN YOLO	This project is done on real time object detection using a deep learning object detection algorithm i.e., YOLO.
435	1483	2020-06-17 14:38:33	Short Notes on Model-Based Offline Reinforcement Learning (MOReL)	Blog article on Model-Based Offline Reinforcement Learning (MOReL) paper by Rahul Kidambi & Aravind Rajeswaran et al.
436	1491	2020-06-18 00:04:34	Image GPT: Generative Pretraining from Pixels	Transformers trained on pixel sequences can generate coherent image completions and samples.
437	1492	2020-06-18 00:06:53	Q*BERT	Agents that build knowledge graphs and explore textual worlds by asking questions.
438	1499	2020-06-18 13:41:39	History of Language Models - Alec Radford	A quick history of language models
439	1502	2020-06-18 19:45:49	Generate Boolean (Yes/No) Questions From Any Content	Question generation algorithm trained on the BoolQ dataset using T5 text-to-text transformer model.
440	1504	2020-06-19 06:19:25	Fast Neural Style Transfer (feed-forward method) ⚡💻 + 🎨 = ❤️	This repo contains a concise PyTorch implementation of the original feed-forward NST paper.
441	1505	2020-06-19 06:22:56	Diverse Image Generation via Self-Conditioned GANs	A simple but effective unsupervised method for generating realistic & diverse images using a class-conditional GAN model without using manually annotated class.
442	1506	2020-06-19 06:26:17	Using GitHub Actions for MLOps & Data Science	A collection of resources on how to facilitate Machine Learning Ops with GitHub.
443	1519	2020-06-20 05:40:46	Image and Bounding Box Annotation Slicer	This easy-to-use library slices (also resizes) images and its bounding box annotations into tiles of specific sizes or any arbitrary number of equal parts. ✂️
444	1525	2020-06-20 16:21:38	Huggingtweets	This is a streamlit app built around the huggingtweets project. I fine-tune a pre-trained gpt2 model to tweet like a user given twitter handle.
445	1528	2020-06-20 22:06:48	The Future of Computer Vision is Self-Supervised Learning	Talk by Yann Lecun on the applications of self-supervised learning on computer vision during CVPR 2020.
446	1529	2020-06-20 22:11:14	Using Selective Attention in Reinforcement Learning Agents	In this work, we establish that self-attention can be viewed as a form of indirect encoding, which enables us to construct highly parameter-efficient agents.
447	1539	2020-06-21 12:45:42	A Visual Guide to FastText Word Embeddings	A deep-dive into how FastText enriches word vectors with sub-word information
448	1542	2020-06-21 20:46:12	Autocoder - Finetuning GPT-2 for Auto Code Completion	A basic and simple tool for code auto completion, built upon GPT-2
449	1546	2020-06-22 00:46:32	DeepSNAP	Python library assists deep learning on graphs.
450	1547	2020-06-22 00:50:30	RoBERTa meets TPUs	Understanding and applying the RoBERTa model to the current challenge.
451	1549	2020-06-22 01:00:45	Deep Model-Based RL for Real-World Robotic Control	Short talk about model-based RL by Sergey Levine.
452	1551	2020-06-22 03:17:48	Pokemon Classifier	I want to build a classifier that can classify 150 types of Pokemon.
453	1552	2020-06-22 03:45:01	Workshop on Scalability in Autonomous Driving - Andrej Karpathy	An overview of autonomous driving and computer vision at Tesla.
454	1560	2020-06-22 15:56:00	Battle-Tested Techniques for Scoping Machine Learning Projects	One of the challenges of managing an ML project is project scoping. Even small changes in data or architecture can create huge differences in model outputs.
455	1563	2020-06-22 16:04:10	Classify photos in 600 classes using nine million Open Images	If you’re looking build an image classifier but need training data, look no further than Google Open Images.
456	1569	2020-06-22 16:52:01	Trackable	The project deals with tracking humans in a narrow hallway under different lighting conditions.
457	1571	2020-06-23 02:04:12	Stochastic Segmentation Networks	An efficient probabilistic method for modelling aleatoric uncertainty with any image segmentation network architecture.
458	1575	2020-06-23 02:30:20	Deep Learning for Computer Vision	Special topics class on deep learning for computer vision from the University of Michigan taught by Justin Johnson.
459	1576	2020-06-23 02:37:15	VPSNet for Video Panoptic Segmentation	Video panoptic segmentation by generating consistent panoptic segmentation as well as an association of instance ids across video frames.
460	1580	2020-06-24 03:00:16	What I Learned From Looking at 200 Machine Learning Tools	To better understand the landscape of available tools for machine learning production, I decided to look up every AI/ML tool I could find.
461	1581	2020-06-24 03:04:31	Discovering Symbolic Models from Deep Learning w/ Inductive Bias	A general approach to distill symbolic representations of a learned deep model by introducing strong inductive biases.
462	1585	2020-06-24 03:18:20	Breaking the cycle—Colleagues are all you need	A novel approach to performing image-to-image translation between unpaired domains.
463	1587	2020-06-24 03:25:25	Deep Learning Based Text Classification: A Comprehensive Review	An overview of deep learning approaches to text classification.
464	1589	2020-06-24 03:33:09	jiant	A software toolkit for research on general-purpose text understanding models.
465	1592	2020-06-24 04:27:58	Text Classification	Re-implemented an article (link is given below) which was on Text classification with CNN, beside this I tried out some ML classification algorithm.
466	1595	2020-06-24 15:42:20	multi-task-NLP	A utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
467	1597	2020-06-25 00:17:39	Maximizing Business Impact with Machine Learning	how to effectively leverage machine learning to build intelligent products as efficiently as possible.
468	1598	2020-06-25 00:29:18	Automatic Data Augmentation for Generalization in Deep RL	We compare three approaches for automatically finding an appropriate augmentation combined with two novel regularization terms for the policy and value function
469	1599	2020-06-25 00:42:36	High-Fidelity Generative Image Compression	How to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system.
470	1602	2020-06-25 04:03:38	Unet Model for Image Segmentation With EfficientNet Encoder	Implemented using tensorflow 2.2.0 with custom train and test step.
471	1603	2020-06-25 10:40:56	A Million of ML Predictions at the Tip of Your Fingers	Announcement - SashiDo is breaking the barrier to Machine Learning by introducing a fully open-sourced Content Moderation Service.
472	1605	2020-06-26 02:19:39	NetHack Learning Environment (NLE)	A procedurally-generated grid-world dungeon-crawl game that strikes a great balance between complexity and speed for single-agent RL research.
473	1606	2020-06-26 02:24:53	Paraphrase Generation Using T5 model	Simple application using T5 base model fine tuned in Quora Question Pairs to generate paraphrased questions.
474	1607	2020-06-26 02:28:15	Message Passing Query Embedding	MPQE is a model for answering complex queries over knowledge graphs, that learns embeddings of entities in the knowledge graph, & embeddings for variable types.
475	1608	2020-06-26 02:31:17	Quantifying Attention Flow in Transformers	I explain two simple but effective methods, called Attention Rollout and Attention Flow
476	1614	2020-06-27 04:15:51	Natural Language Processing Roadmap	Roadmap for learning NLP topics.
477	1615	2020-06-27 04:29:04	Weight Poisoning Attacks on Pre-trained Models	How Bert can be infused with nefarious behavior, even after fine-tuning.
478	1616	2020-06-27 04:37:16	Leveraging Temporal Context for Object Detection	Object detection architecture leveraging contextual clues across time for each camera deployment in a network, improving recognition of objects
479	1617	2020-06-27 04:42:47	Expressive Power of Graph Neural Networks	Graph isomorphism problem, the Weisfeiler-Lehman heuristic for graph isomorphism testing, and how it can be used to analyse the expressive power of GNNs.
480	1620	2020-06-27 10:27:43	rlx: A modular Deep RL library for research	"rlx" is a Deep RL library written on top of PyTorch & built for educational and research purpose.
481	1622	2020-06-27 14:18:13	Building AI Trading Systems	Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.
482	1623	2020-06-27 14:20:49	Introduction to NLP using Fastai	Implementing and decoding the revolutionary ULMFiT approach to train a language model on any downstream NLP task.
483	1629	2020-06-28 07:37:00	TF Lite Semantic Segmentation Models	Faster and lighter TF Lite models can perform semantic segmentation.
484	1630	2020-06-28 07:40:40	Semantic Segmentation + Background Removal + Style Transfer	Running multiple TF Lite models to perform semantic segmentation, remove background, and apply style transfer.
485	1636	2020-06-29 00:00:47	Automatic translation of the SQUAD dataset to spanish	Machine translation is used on the SQuAD dataset to produce an equivalent dataset in Spanish. Word alignment is applied to produce a synthetic spanisQA corpus.
486	1638	2020-06-29 02:56:43	Dakshina Dataset	A collection of text in both Latin and native scripts for 12 South Asian languages.
487	1639	2020-06-29 02:58:52	Computer Vision Recipes	This repository provides examples and best practice guidelines for building computer vision systems.
488	1644	2020-06-29 12:42:44	A research guide for data scientists	Tips on research from top data scientists
489	1645	2020-06-29 17:16:17	Using Data Science Pipelines for Disaster Response	Uses ETL and ML pipeline to build an NLP system for classification of messages into appropriate disaster categories
490	1646	2020-06-29 19:47:58	Twitter Turing Test	Can you guess whether this tweet is written by a human or generated by a neural network?
491	1648	2020-06-30 02:34:54	STUMPY: A Powerful and Scalable Python Library for Time Series	STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.
492	1649	2020-06-30 02:39:32	Model Serving using FastAPI and streamlit	Simple example of usage of streamlit and FastAPI for ML model serving.
493	1650	2020-06-30 02:49:57	The Reformer - Pushing the Limits of Language Modeling	An in-depth understanding of each of the key features of the Reformer.
494	1651	2020-06-30 02:52:41	High-Resolution Image Inpainting	High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
495	1653	2020-06-30 03:01:50	MARGE: Pre-training via Paraphrasing	A retrieval model maps a document to a set of related documents, which a reconstruction model paraphrases to maximize the likelihood of the original.
496	1657	2020-06-30 18:00:11	Fast Api with Dockerization of your ML Models	In this GitHub repo you can able to know and learn how to build a fast API for testing your ML model and can test your ML model with UI and to Dockerize your ML
497	1658	2020-07-01 02:22:10	SimCLR - Contrastive Learning of Visual Representations	How to load pretrained/finetuned SimCLR models from hub modules for fine-tuning.
498	1662	2020-07-01 07:00:50	Image synthesis at CVPR 2020	An overview of the different approaches to image synthesis at CVPR 2020.
499	1663	2020-07-01 07:08:45	Sktime	A python toolbox for machine learning with time series.
500	1664	2020-07-01 07:14:00	Sentiment Analysis: Key Milestones, Challenges and New Directions	An overview of sentiment analysis, it's progress and what's ahead.
501	1666	2020-07-01 07:20:52	Serverless BERT with HuggingFace and AWS Lambda	Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.
502	1668	2020-07-01 13:33:49	Model-based Reinforcement Learning: A Survey	A survey of the integration of both fields, better known as model-based reinforcement learning.
503	1677	2020-07-02 04:06:19	Building Level 3 Conversational AI Assistants	Presentations, panels, and fireside chats addressing all topics related to the creation of Level 3 AI assistants.
504	1678	2020-07-02 12:13:19	NSFW Image Classification REST API built with TensorFlow.JS	A ready-to-use & open-source NSFW Image Classification REST API built with TensorFlow.JS and NSFW.JS for effortless Content Moderation
505	1688	2020-07-03 04:23:58	Python Implementation of Reinforcement Learning: An Introduction	Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.
506	1691	2020-07-03 04:40:05	The Simplest Way to Serve your NLP Model in Production w/ Python	From scikit-learn to Hugging Face Pipelines, learn the simplest way to deploy ML models using Ray Serve.
507	1698	2020-07-04 01:07:48	Learning to Cartoonize Using White-box Cartoon Representations	An approach for image cartoonization using GANs.
508	1699	2020-07-04 01:10:18	Reinforcement Learning Tutorial	Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.
509	1702	2020-07-04 04:51:18	Face Recognition Techniques	Face Detection and Recognition techniques using traditional CV and also using new deep learning method.
510	1704	2020-07-04 10:42:53	LSTM Forecast Model for Stock Price Prediction using Keras	Easy to understand LSTM forecast model for Stock Price Prediction. The dataset contains daywise details of the GOOGL stock from May,2019-May 2018.
511	1706	2020-07-04 11:05:28	PokeZoo	A deep learning based web-app developed using the MERN stack and Tensorflow.js.
512	1710	2020-07-05 05:47:35	NLP-task-visualizer-app	This application designed with streamlit library will help in visualizing NLP tasks on text entered by you.
513	1721	2020-07-07 04:21:20	TensorflowTTS	Real-Time State-of-the-art Speech Synthesis for Tensorflow 2.
514	1722	2020-07-07 04:23:38	spaczz: Fuzzy matching and more for spaCy	Fuzzy matching and more functionality for spaCy.
515	1723	2020-07-07 04:26:45	BioSyn	Biomedical Entity Representations with Synonym Marginalization
516	1724	2020-07-08 04:02:50	Image Classifier: In the Browser	Using Tensorflow.js to make the prediction directly in the browser.
517	1726	2020-07-08 04:15:07	Photon: A Robust Cross-Domain Text-to-SQL System	A robust, modular, cross-domain NLIDB that can flag natural language input to which a SQL mapping cannot be immediately determined.
518	1728	2020-07-08 04:24:07	Bounding Box Prediction from Scratch using PyTorch	Multi-Task learning — Bounding Box Regression + Image Classification
519	1729	2020-07-08 04:28:13	Comment Classification Using BERT (multi-language) Fine-Tuning	We are going to use BERT layer in a model applying Keras.
520	1730	2020-07-08 04:30:28	TextBrewer	a PyTorch-based model distillation toolkit for natural language processing.
521	1737	2020-07-08 18:22:40	codeBERT - Automated code docstring review with transformers	codeBERT provide a one command line to check if your code docstrings are up-to-date.
522	1748	2020-07-09 02:23:25	Continuous Machine Learning (CML)	CML helps to organize MLOps infrastructure on top of the traditional software engineering stack instead of creating separate AI platforms.
523	1750	2020-07-09 10:30:30	picTranslate: Seamless live Image Text translator	Given an image with text on it, this app can give you a new image with text modified into a different language.
524	1753	2020-07-10 02:44:11	TUDatasets	A collection of benchmark datasets for graph classification and regression.
525	1754	2020-07-10 02:46:07	Full Stack Deep Learning	Full Stack Deep Learning helps you bridge the gap from training machine learning models to deploying AI systems in the real world.
526	1755	2020-07-10 02:51:24	Easy OCR	Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
527	1759	2020-07-10 18:54:54	Emotion Recognition from Tom and Jerry videos	Developed an application that classifies the emotion depicted by Tom and Jerry in each frame into one of the following : happy, angry, sad or suprised.
528	1767	2020-07-11 05:05:31	Imagenette	Imagenette is a subset of 10 easily classified classes from Imagenet.
529	1768	2020-07-11 05:08:02	TextAugment	Improving Short Text Classification through Global Augmentation Methods
530	1769	2020-07-11 05:10:10	niacin	A Python library for replacing the missing variation in your text data.
531	1771	2020-07-11 05:16:17	Albumentations	Fast image augmentation library and easy to use wrapper around other libraries.
532	1772	2020-07-11 05:19:05	Augmentor	Image augmentation library in Python for machine learning.
533	1777	2020-07-11 05:37:12	tsfresh	Automatic extraction of relevant features from time series.
534	1792	2020-07-11 06:28:58	Anomaly Detection Toolkit (ADTK)	A Python toolkit for rule-based/unsupervised anomaly detection in time series
535	1795	2020-07-11 06:37:35	Chakin	Simple downloader for pre-trained word vectors.
536	1796	2020-07-11 06:39:39	Top2Vec	Top2Vec learns jointly embedded topic, document and word vectors.
537	1797	2020-07-11 06:42:29	Contextualized Topic Models	A python package to run contextualized topic modeling.
538	1800	2020-07-11 06:51:58	jellyfish	🎐 a python library for doing approximate and phonetic matching of strings.
539	1802	2020-07-11 06:57:28	SentencePiece	Unsupervised text tokenizer for Neural Network-based text generation.
540	1803	2020-07-11 06:59:08	A Deep Dive into the Wonderful World of Preprocessing in NLP	A glimpse into the surprisingly deep and interesting world of preprocessing in NLP.
541	1813	2020-07-11 07:45:01	Pytest	The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
542	1817	2020-07-11 07:55:23	Artifacts - Weights & Biases	Effortless pipeline tracking and production model management
543	1818	2020-07-11 08:07:35	DeepkitAI	The Open-Source Machine Learning Devtool and Training Suite.
544	1819	2020-07-11 08:14:03	Neptune.ai	The most lightweight experiment management tool that fits any workflow.
545	1820	2020-07-11 08:17:17	Rasa	An open source machine learning framework to automate text-and voice-based conversations.
546	1831	2020-07-11 11:36:26	TF Sprinkles	Fast and efficient sprinkles augmentation implemented in TensorFlow.
547	1834	2020-07-11 17:19:43	Laplacian Pyramid Reconstruction and Refinement for Semantic Seg.	Pytorch implementation of multi-resolution reconstruction architecture based on a Laplacian pyramid that uses skip connections.
548	1836	2020-07-11 18:15:19	Training a pets detector model with TFOD API (TF 2)	In this notebook, we will be training a custom object detection model using the latest TensorFlow Object Detection (TFOD) API which is based on TensorFlow 2.2.
549	1840	2020-07-12 00:59:27	TensorFlow 2 meets the Object Detection API	TF Object Detection API (OD API) officially supports TensorFlow 2!
550	1843	2020-07-12 13:35:20	Cortex	Build machine learning APIs.
551	1844	2020-07-12 16:24:10	Semi-Supervised Learning in Computer Vision	A comprehensive overview of recent semi-supervised learning methods in Computer Vision
552	1845	2020-07-12 21:42:52	Face Predicting Web App	Interactive Deep Learning Model that utilizes your computer webcam to predict your age and gender in seconds!
553	1847	2020-07-13 03:46:32	Driver Identification Based on Vehicle's telematics data	In this paper, we proposed a deep learning model, which can identify drivers from their driving behaviors based on vehicle telematics data.
554	1848	2020-07-13 05:00:40	Comprehensive analysis of important metrics in ML	In this work, the authors present a comprehensive analysis of important metrics in practical applications.
555	1851	2020-07-13 15:21:13	StreamAlert	A serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerts.
556	1855	2020-07-14 03:17:25	ULMFiT Airline Sentiment Analysis	Transfer Learning using pretrained ULMFiT model
557	1856	2020-07-14 03:21:00	DeepDream Video Style Transfer	DeepDream on Video
558	1859	2020-07-14 04:01:18	You Trained a Machine Learning Model, Now What?	Three often overlooked parts of this process occur after the model is actually built: model evaluation, deployment, and monitoring.
559	1860	2020-07-14 09:53:19	NSFW Image Moderation Automation Engine built with TensorFlow.JS	An open-source NSFW Image Classifier including an Automation Engine for fast deletion & moderation built with Node.js, TensorFlow, and Parse Server
560	1865	2020-07-14 22:55:08	PDFTableExtract	Build a parser to extract the table in PDF document with RetinaNet
561	1867	2020-07-14 23:03:02	YOLOv4 With TensorFlow	YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite.
562	1868	2020-07-15 03:52:31	Selfie2Anime with TFLite	An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT).
563	1869	2020-07-15 20:31:37	Bridging PyTorch and TVM	Taking Hugging Face transformer BERT from PyTorch and running it on ApacheTVM for both inference (with reasonable timings) and training.
564	1871	2020-07-16 03:58:21	Summarize a webapge	A Flask application that extracts and summarizes webpage using Natural Language Processing. Powered by nlp-akash.
565	1872	2020-07-16 04:19:37	An Icon Classifier with TensorFlow Lite Model Maker	An Icon Classifier with TensorFlow Lite Model Maker
566	1879	2020-07-16 17:40:33	Cross-lingual Transfer Learning - Sebastian Ruder	An overview of approaches that transfer knowledge across languages and enable us to scale NLP models to more of the world's 7,000 languages.
567	1880	2020-07-16 17:43:48	AdapterHub: A Framework for Adapting Transformers	Huggingface Transformers + Adapters
568	1882	2020-07-16 17:51:48	Object Detection with RetinaNet	Implementing RetinaNet: Focal Loss for Dense Object Detection.
569	1884	2020-07-17 01:41:33	Deploying your ML Model with TorchServe	In this talk, Brad Heintz walks through how to use TorchServe to deploy trained models at scale without writing custom code.
570	1886	2020-07-17 08:27:56	Medical Zoo - 3D Multi-modal Medical Image Segmentation	My articles on deep learning in medical imaging
571	1887	2020-07-17 16:48:13	Computer Vision Pretrained Models	A collection of computer vision pre-trained models.
572	1889	2020-07-17 17:20:20	NLP Pretrained Models	A collection of Natural language processing pre-trained models.
573	1896	2020-07-19 00:40:37	Machine Learning Production Pipeline	Project Flow and Landscape
574	1898	2020-07-19 00:47:53	Tempering Expectations for GPT-3 and OpenAI’s API	A closer look at the "magic" behind GPT-3 and caveats to be aware of.
575	1899	2020-07-19 03:59:41	StyleGAN Encoder	Encodes real images into the latent space of a StyleGAN model.
576	1900	2020-07-19 04:12:40	WikiArt StyleGAN 2 Model	A conditional StyleGAN 2 model trained on images from WikiArt
577	1902	2020-07-19 10:19:24	Indian Paper Currency Prediction	The trained model takes an image (Indian Paper Currency) as an input and predict the class of image from 10, 20, 50, 100, 200, 500, 2000 denomination.
578	1903	2020-07-19 11:31:25	Neural Style Transfer (Gatys et al., PyTorch)	My implementation of the original neural style transfer paper by Gatys et al. (In PyTorch).
579	1904	2020-07-19 12:44:53	Implementation of Face Net in TensorFlow - 2.0	This repository is a naive unofficial implementation of Face Net paper - 2015 .This implementation opts online mode of semi - hard triplet mining.
580	1910	2020-07-19 15:44:21	Azure Machine Learning Template	Azure Machine Learning template for MNIST classifier
581	1913	2020-07-19 16:55:33	Teachable Machine (Image Classifier)	A teachable image classifier that runs on any browser built using TensorFlow JS.
582	1914	2020-07-19 16:59:37	TensorFlow JS- Object Detection in Browser	A real-time object detection model in your browser using TensorFlow JS.
583	1916	2020-07-20 00:01:38	How to Stop Worrying About Compositionality	Review the tenets of compositionality, and to highlight how each theory has evolved to match particular theoretical positions about the nature of language.
584	1918	2020-07-20 05:48:38	Spacy-Go	spacy-go is Golang interface for accessing linguistic annotations provided by spaCy using Google's gRPC. This module only supports basic functionalities like lo
585	1919	2020-07-20 05:53:12	Dframcy	DframCy is a light-weight utility module to integrate Pandas Dataframe to spaCy's linguistic annotation and training tasks.
586	1921	2020-07-20 14:04:48	NSFW Image Moderation Admin App with ReactJS	A fully-functional NSFW Admin Application for simplified image classification & moderation built with Node.js, TensorFlow.js, and React
587	1923	2020-07-20 18:59:04	PyTorch Geometric Temporal	A Temporal Extension Library for PyTorch Geometric
588	1924	2020-07-20 20:34:47	Why is it Important to Monitor Machine Learning Models?	The importance of monitoring and how monitoring ML is different from application performance management (APM).
589	1925	2020-07-20 20:54:00	PyTorch Implementation of PaletteNet	PyTorch implementation of PaletteNet: Image Recolorization with Given Color Palette (Cho et al., 2017).
590	1927	2020-07-20 21:21:12	ECG arrhythmia classification using a convolutional neural net	This is an implementation of the paper on ECG arrhythmia classification https://arxiv.org/pdf/1804.06812.pdf.
591	1929	2020-07-20 23:55:33	Structured Self Attention	Implementation for the paper A Structured Self-Attentive Sentence Embedding (https://arxiv.org/abs/1703.03130 ). Model interpretability / explainability.
592	1933	2020-07-21 01:42:42	TurboTransformers	A fast and user-friendly runtime for transformer inference on CPU and GPU.
593	1938	2020-07-21 11:50:53	Rasa NLU Examples	Experimental components for Rasa NLU pipelines.
594	1940	2020-07-21 19:01:54	Change Detection using Siamese networks	The blog is a primer on Siamese Networks and how they're used for observing change in satellite images over time, or observing facial changes as people age
595	1941	2020-07-21 19:13:05	My Artificial Intelligence Bookmarks	A curated list of my reads, implementations, and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.
596	1943	2020-07-22 03:32:30	Do we Need Deep Graph Neural Networks?	Does depth in graph neural network architectures bring any advantage?
597	1945	2020-07-22 03:39:13	Pandera	A flexible and expressive pandas data validation library.
598	1952	2020-07-24 06:28:15	TensorFlow Serving	A flexible, high-performance serving system for machine learning models, designed for production environments.
599	1953	2020-07-24 06:30:44	BentoML	BentoML is an open-source framework for high-performance ML model serving.
600	1954	2020-07-24 06:43:59	Azure ML	MLOps using Azure ML.
601	1955	2020-07-24 06:47:29	Shape and Viewpoint without Keypoints	Recover the 3D shape, pose and texture from a single image, trained on an image collection without any ground truth 3D shape, multi-view, camera viewpoints.
602	1965	2020-07-25 02:58:40	model-logger	Model-Logger is a Python library for storing model's profile and rapid inter model comparison.
603	1968	2020-07-26 04:48:40	Sentiment Analysis With Transformers	Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
604	1971	2020-07-27 02:30:42	Attention based YOLO: Object Detection	An easy to follow, YOLO implementation with keras lib. Used a attention based architecture to extract more fine grained information about object.
605	1977	2020-07-27 14:14:10	LabelDetection: simplifying the use and construction of deep dete	LabelDetection is a graphical tool that aims to facilitate all the steps required in the pipeline to construct and use a deep-learning base object detection mod
606	1978	2020-07-27 14:34:12	How to Set Up a Python Project For Automation and Collaboration	How to set up a Python repo with unit tests, code coverage, lint checking, type checking, Makefile wrapper, and automated build with GitHub Actions.
607	1980	2020-07-27 14:51:03	Understanding & Implementing SimCLR - an ELI5 guide	I explain the SimCLR and its contrastive loss function step by step, build image embeddings and then show how to use them to train image classifier on top.
608	1983	2020-07-28 04:14:12	CoreML Model Zoo	Collection of unified and converted pre-trained models.
609	1984	2020-07-28 04:18:00	How GPT3 Works - Visualizations and Animations	A compilation of my threads explaining GPT3.
610	1985	2020-07-28 04:19:58	Temporal Graph Networks	In this post, we describe Temporal Graph Network, a generic framework for deep learning on dynamic graphs.
611	1986	2020-07-28 07:44:13	Behavioral Testing of NLP models with CheckList	An overview of the “CheckList” framework for fine-grained evaluation of NLP models
612	1992	2020-07-29 03:41:04	Time series forecasting	A thorough introduction to time series forecasting using TensorFlow.
613	1993	2020-07-29 04:47:55	Real-time text detection with EAST in TFLite	Demonstrates the conversion process from the original EAST model to TFLite and how to use it on static images and also on real-time video feeds.
614	1994	2020-07-29 04:51:30	Understanding the Effectivity of Ensembles in Deep Learning	The report explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.
615	1999	2020-07-30 03:57:32	Small differences in BLEU are meaningless	Only big differences in metric scores are meaningful in MT.
616	2002	2020-07-30 04:08:46	Multi-target in Albumentations	Many images, many masks, bounding boxes, and key points. How to transform them in sync?
617	2005	2020-07-30 11:19:02	Social Distance Detection	If people are very close to each other, a red bounding box is displayed around them indicating that they are not maintaining social distance.
618	2006	2020-07-30 11:30:56	Deep Learning Techniques for NLP in Healthcare	A talk discussing the recent advancements of deep learning to facilitate the adaption of NLP in the healthcare domain.
619	2008	2020-07-30 14:50:30	Extension to block NSFW content using AI	NSFW Filter is an extension that blocks NSFW content from your browser. It uses a computer vision model to detect NSFW content and hides it from the user.
620	2009	2020-07-30 14:55:57	ATLASS: AutoML using Transfer and Semi-Supervised Learning	This repository includes the code, application, and notebooks for the work "AutoML using Transfer and Semi-Supervised Learning". The tools presented here can be
621	2012	2020-07-30 15:04:28	LabelStoma: stomata detection using YOLO	LabelStoma is a graphical image tool for automatically detecting stomata in images.
622	2013	2020-07-30 15:07:54	DeepClas4Bio	DeepClas4Bio is a project that aims to facilitate the interoperability of bioimaging tools with deep learning frameworks.
623	2016	2020-07-31 15:30:38	Meme Classifier Using TFlite and flutter	Meme classifier using fine tuned mobilenet. This app showcases how you can perform low latency realtime classification apps using TFlite
624	2020	2020-08-01 12:14:26	Text Summarization using TF-IDF Algorithm	This Article explains the TF-IDF algorithm and shows the implemtnation from scratch to summarize the text.
625	2022	2020-08-01 14:41:37	Simple Transformers	Transformers for Classification, NER, QA, Language Modeling, Language Generation, T5, Multi-Modal, and Conversational AI.
626	2024	2020-08-01 14:49:31	DeText: A Deep Neural Text Understanding Framework	DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks.
627	2026	2020-08-01 15:04:37	Efficient Serverless Deployment of PyTorch Models on Azure	A tutorial for serving models cost-effectively at scale using Azure Functions and ONNX Runtime.
628	2027	2020-08-01 15:27:29	Nearest Celebrity Face	Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours. The input face
629	2030	2020-08-02 12:38:08	A Few Favorite Recipes in Computer Vision & Deep Learning	This blog post enlists a few of my favorite recipes in deep learning in the context of computer vision (as of August 2020).
630	2031	2020-08-02 14:46:10	NeuralQA - API and Visual Interface for Extractive QA	A Usable Library for Question Answering on Large Datasets with BERT
631	2032	2020-08-02 20:00:23	Object tracking in 75 lines of code	Object tracking is straightforward conceptually. And if you have a good detector, simple methods can be pretty effective.
632	2033	2020-08-03 03:49:22	FARM: Framework for Adapting Representation Models	🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.
633	2035	2020-08-04 02:49:24	Act - GitHub Actions locally	Run your GitHub Actions locally.
634	2038	2020-08-04 03:53:36	Curated papers & articles on DS & ML in production	Learn how organizations & business solved machine learning problems, including problem statement, research, methodology, and results.
635	2039	2020-08-04 16:45:09	Tensorflow2 Object Detection Tutorial	In this tutorial, we will be going step by step the complete training process of Tensorflow2 Object Detection.
636	2042	2020-08-05 02:07:24	ONNX T5	Summarization, translation, Q&A, text generation and more at blazing speed using a T5 version implemented in ONNX.
637	2043	2020-08-05 02:17:10	DeLighT: Very Deep and Light-weight Transformers	Similar or better performance than transformer-based models with significantly fewer parameters
638	2045	2020-08-05 06:40:32	Evaluation Metrics For Information Retrieval	Learn about common metrics used to evaluate performance of information retrieval systems
639	2047	2020-08-05 15:18:46	Test-Time Data Augmentation	Tutorial on how to properly implement test-time image data augmentation in a production environment with limited computational resources.
640	2048	2020-08-05 16:50:22	SadedeGel: An extraction based Turkish news summarizer	"Sadede Gel" in Turkish, means "cut to the chase".
641	2051	2020-08-05 20:13:51	MobyDick word frequency	Getting the count of the words in Moby Dick story using both web scraping and NLP
642	2053	2020-08-05 20:30:33	Image Classification with Keras	Build a pipeline to train an image classifier in Keras and tune hyperparameters to optimize the performance of our classifier.
643	2054	2020-08-05 20:34:09	Dropout in PyTorch – An Example	An example of adding Dropout to a PyTorch model, and observe the effect dropout has on the model's performance by tracking our models in Weights & Biases.
644	2057	2020-08-06 04:06:11	Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes	An end-to-end example of deploying a machine learning product using Jupyter, Papermill, Tekton, GitOps and Kubeflow.
645	2061	2020-08-06 04:59:21	Detectron 2 Demo from Facebook	This Project contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.
646	2062	2020-08-06 12:38:55	Predict Vehicle Speed From Dash Cam Video	A series of experiments attempting to predict vehicle speed from dash cam videos using optical flow and neural networks.
647	2098	2020-08-06 23:15:45	Digital Image Processing in Python	Play around with pixel values with Python programming language.
648	2100	2020-08-07 04:24:28	A 2020 guide to Semantic Segmentation	Concept of image segmentation, discuss the relevant use-cases, different neural network architectures involved in achieving the results, metrics and datasets.
649	2106	2020-08-08 15:06:18	Fast NST for Videos (+ person segmentation) 🎥 + ⚡💻 + 🎨 = ❤️	Create NST videos and pick separate styles for the person in the video and for the background.
650	2109	2020-08-09 07:24:57	Live demo : State-of-the-art MCQ Generator from any content	Demo for state-of-the-art MCQ (Multiple Choice Questions) generator from any content built using T5 transformer, HuggingFace, and Sense2vec
651	2111	2020-08-10 03:26:16	InvoiceNet	Deep neural network to extract intelligent information from PDF invoice documents.
652	2112	2020-08-10 03:41:31	Search for visual datasets	By task, application, class, label or format.
653	2113	2020-08-10 04:01:03	GAN-BERT	Enhancing the BERT training with Semi-supervised Generative Adversarial Networks.
654	2114	2020-08-10 04:03:51	tsaug	A Python package for time series augmentation.
655	2116	2020-08-10 04:15:38	Machine Learning Pipelines for Kubeflow.	Kubeflow pipelines are reusable end-to-end ML workflows built using the Kubeflow Pipelines SDK.
656	2117	2020-08-10 04:17:57	Structuring Unit Tests in Python	Where to put tests, how to write fixtures and the awesomeness of test parametrization.
657	2121	2020-08-10 21:59:41	DeepR — Training TensorFlow Models for Production	DeepR is a Python library to build complex pipelines as easily as possible on top of Tensorflow.
658	2124	2020-08-11 00:20:42	Neural Architecture Search	A look at neural architecture search w.r.t search space, search algorithms and evolution strategies.
659	2135	2020-08-13 01:52:06	Temporal Convolutional Networks for Time-Series	We introduce several novels using TCN, including improving traffic prediction, sound event localization & detection, and probabilistic forecasting.
660	2136	2020-08-13 02:05:11	Machine Learning Deployment: Shadow Mode	“How do I test my new model in production?” One answer, and a method I often employ when initially deploying models, is shadow mode.
661	2138	2020-08-13 18:12:46	Extract Stock Sentiment from News Headlines	In this project, you will generate investing insight by applying sentiment analysis on financial news headlines from Finviz.
662	2141	2020-08-14 03:15:38	hloc - the hierarchical localization toolbox	Visual localization made easy.
663	2147	2020-08-15 01:17:07	Practical Tips and Tricks for Successful Transfer Learning	Training models to learn knowledge and skills from other related tasks that will transfer and boost performance on tasks of interest.
664	2148	2020-08-15 01:22:01	txtai: AI-powered search engine	AI-powered search engine.
665	2151	2020-08-15 05:32:22	Drowsiness Detection System using OpenCV and Flask in Python	This system provides an overview of a system that detects whether a person is drowsy while driving and if so, alerts him by using voice messages in real-time.
666	2155	2020-08-15 14:49:16	GPT-3, The model simply knows!	Brief Introduction about the gigantic GPT-3. a new leap in AI and Natural Language processing.
667	2159	2020-08-16 01:02:18	Solaris	CosmiQ Works Geospatial Machine Learning Analysis Toolkit.
668	2163	2020-08-17 03:19:46	Safe Space - Github Action	Github action that checks the toxicity level of comments and PR reviews to help make repos safe spaces.
669	2164	2020-08-17 03:24:46	Intro to Autoencoders	This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection.
670	2166	2020-08-17 05:19:41	Pix2Pix	Tensorflow 2.0 Implementation of the paper Image-to-Image Translation using Conditional GANs by Philip Isola, Jun-Yan Zhu, Tinghui Zhou and Alexei A. Efros.
671	2167	2020-08-17 06:27:31	Insight	Project Insight is designed to create NLP as a service with code base for both front end GUI (streamlit) and backend server (FastAPI) the usage of transformers
672	2168	2020-08-17 10:55:43	Onceupon.space	NLP experiment in story-telling that creates illustrations (text to sketch) and content (text generation)
673	2173	2020-08-18 04:16:33	Fine-tuning with custom datasets	This tutorial will take you through several examples of using 🤗 Transformers models with your own datasets.
674	2185	2020-08-18 23:12:27	Language Interpretability Tool (LIT)	The Language Interpretability Tool (LIT) is a visual, interactive model-understanding tool for NLP models.
675	2188	2020-08-19 15:16:46	Great Expectations	Always know what to expect from your data.
676	2193	2020-08-20 00:39:05	Effective testing for machine learning systems	Why testing machine learning systems can be different, and discuss some strategies for writing effective tests for machine learning systems.
677	2202	2020-08-22 03:55:27	Graph Representation Learning Book	Introduction to graph representation learning, including methods for embedding graph data, graph neural networks, and deep generative models of graphs.
678	2203	2020-08-22 05:58:20	Image Similarity Search in PyTorch	Simple Convolutional Auto-encoder based image similarity search to find similar images to given image or features. Fully written in PyTorch.
679	2204	2020-08-22 17:19:00	Tensorflow Object Detection with Tensorflow 2	Object Detection with Tensorflow 2 and the Tensorflow Object Detection API
680	2207	2020-08-23 04:38:45	Rules of Machine Learning: Best Practices for ML Engineering	A basic knowledge of machine learning get the benefit of best practices in machine learning from around Google.
681	2214	2020-08-24 11:16:47	vedaseg	vedaseg is an open source semantic segmentation toolbox based on PyTorch.
682	2215	2020-08-24 11:52:10	vedastr	vedastr is an open source scene text recognition toolbox based on PyTorch.
683	2218	2020-08-25 13:57:49	CascadeTabNet	An approach for end-to-end table detection and structure recognition from image-based documents
684	2220	2020-08-25 16:13:31	Table Detection, Information Extraction and Structuring using ML	Table Extraction (TE) is the task of detecting and decomposing table information in a document.
685	2223	2020-08-26 04:21:37	AxCell	Automatic Extraction of Results from Machine Learning Papers
686	2226	2020-08-27 01:54:16	Hyperparameter Optimization for 🤗 Transformers: A Guide	Basic grid search is not the most optimal, and in fact, the hyperparameters we choose can have a significant impact on our final model performance.
687	2235	2020-08-27 16:03:12	Shift-Ctrl-F: Semantic Search for the Browser	🔎: Search the information available on a webpage using natural language instead of an exact string match.
688	2238	2020-08-28 01:24:08	Spinning Up in Deep RL (OpenAI)	An educational resource to help anyone learn deep reinforcement learning.
689	2239	2020-08-28 07:07:39	An Introduction to Adversarial Examples in Deep Learning	This report provides an intuitive introduction to adversarial examples, discusses a wide variety of different adversarial attacks and, most notably, provides ad
690	2242	2020-08-29 08:10:21	Deep dive into ROI layer in Object Detection Models	In this blog post we will implement in torch ROI Pool and ROI Align models from scratch.
691	2245	2020-08-30 02:51:07	On the Bottleneck of Graph Neural Networks and its Implications	The mechanism of propagating information between neighbors creates a bottleneck when every node aggregates messages from its neighbors.
692	2247	2020-08-30 11:48:19	Unsupervised Keyphrase Extraction	Learn about unsupervised algorithms for automatically extracting representative keyword and phrases from documents
693	2251	2020-08-31 10:05:12	Practical AI: Using NLP word embeddings to solve localization	Using NLP word vectors (word2vec, glove, etc) in a novel way to solve the problem of localization in edtech.
694	2252	2020-08-31 23:40:26	Explore then Execute	Adapting without Rewards via Factorized Meta-Reinforcement Learning
695	2255	2020-09-01 04:49:38	Tensorflow, Pytorch, Transformer, Fastai, etc. Tutorials	BERT Classification, Question Answering, Seq2Seq Machine Translation, Contextual Topic Modeling, Large Scale Multilabelclassification, etc
696	2258	2020-09-02 09:05:08	Graph Convolutions for dummies	An article explaining Graph Convolutional Networks as simply as possible.
697	2259	2020-09-02 23:08:03	ECCV 2020: Some Highlights	A sort of a snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.
698	2260	2020-09-02 23:13:20	CVPR 2020: A Snapshot	A snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.
699	2263	2020-09-03 23:05:32	TTT: Fine-tuning Transformers with TPUs or GPUs acceleration	TTT is short for a package for fine-tuning 🤗 Transformers with TPUs, written in Tensorflow2.0+.
700	2264	2020-09-04 01:24:22	MushroomRL	Python library for Reinforcement Learning.
701	2267	2020-09-04 02:50:39	What Is MLOps?	Machine learning operations, MLOps, are best practices for businesses to run AI successfully with help from an expanding software products and cloud services.
702	2268	2020-09-05 01:06:07	NLP Course | For You	This is an extension to the (ML for) Natural Language Processing course I teach at the Yandex School of Data Analysis (YSDA) since fall 2018.
703	2269	2020-09-05 01:09:06	Learning to Summarize with Human Feedback	Human feedback models outperform much larger supervised models and reference summaries on TL;DR
704	2273	2020-09-05 18:22:44	ONNX Transformers	Accelerated NLP pipelines for fast inference 🚀 on CPU. Built with 🤗 Transformers and ONNX runtime.
705	2275	2020-09-06 07:26:21	hugdatafast: huggingface/nlp + fastai	The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp
706	2280	2020-09-06 18:59:46	Top 10 Deep Learning Breakthroughs — Deep Reinforcement Learning	The article unravels the journey behind reaching the point when Reinforcement Learning combined with Deep Learning defeated a Go player world champion.
707	2283	2020-09-07 07:13:04	Data analysis made easy: Text2Code for Jupyter notebook	A jupyter notebook extension for Text2Code for basic pandas and plotly commands
708	2284	2020-09-07 10:42:32	electra_pytorch: ELECTRA in PyTorch (fastai + huggingface)	Unofficial reimplementation of <ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators>
709	2285	2020-09-07 13:36:55	Images of radio boxes	I have collected about 15+k raw images of radio boxes across 500+ forms and hand-picked 200+ images that can be used to determine if a radio box is checked.
710	2287	2020-09-07 20:56:51	omega|ml - building and deploying ML models the easy way	Deploying ML is hard. It should not be. omega|ml makes it a breeze.
711	2290	2020-09-09 00:16:32	Fine-tune a non-English GPT-2 Model with Huggingface	In this tutorial, we are going to use the transformers library by Huggingface. We will use the new Trainer class and fine-tune out GPT-2 model.
712	2294	2020-09-09 16:14:37	Getting started with large-scale ETL jobs using Dask and AWS EMR	EMR is AWS’s distributed data platform, which we can interact with and submit jobs to from a JupyterLab notebook running on our local machine.
713	2295	2020-09-09 16:36:45	How to Create a Cartoonizer with TensorFlow Lite?	An end-to-end tutorial on how to convert to TensorFlow Lite (TFLite) model and deploy it to an Android app for cartoonizing an image captured by camera.
714	2296	2020-09-10 01:15:57	How to Test Machine Learning Code and Systems	🚦 Minimal examples of testing machine learning for correct implementation, expected learned behaviour, and model performance.
715	2298	2020-09-11 00:02:10	torchCDE	Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
716	2299	2020-09-11 00:07:11	Latent graph neural networks: Manifold learning 2.0?	Parallels between recent works on latent graph learning and older techniques of manifold learning.
717	2300	2020-09-11 00:11:14	Real Python Recommendation Engine	A full stack data science project that performs document similarity on RealPython.com content. Content recommendations are implemented via a Chrome extension.
718	2304	2020-09-11 17:54:04	Graph Neural Networks	A descriptive guide for Graph Neural Networks.
719	2317	2020-09-14 05:32:45	End-to-end Object Detection in TensorFlow Lite	This project shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.
720	2318	2020-09-14 11:55:33	Jepto - Digital Marketing Analytics	KPI Prediction and Anomaly Detection of digital marketing data for both technical and non-technical marketers and business owners.
721	2319	2020-09-14 19:21:33	Cartoonizer with TensorFlow.js	An app to turn your photos into cartoon-styled images 🎨 within your browsers using White-box Cartoonization GAN.
722	2325	2020-09-16 13:43:20	Implementing Content-Based Image Retrieval with Siamese Networks	With content-based image retrieval, we refer to the task of finding images containing attributes which are not in the image metadata, but in its visual content.
723	2326	2020-09-17 00:18:51	NLP for Developers: Multilingual NLP | Rasa	In this video, Rasa Developer Advocate Rachael will talk about common approaches to handle language input in more than one language.
724	2327	2020-09-17 15:36:45	Paint with Machine Learning	This web app allows you to create a landscape painting in the style of Bob Ross using a deep learning model served using a Spell model server.
725	2328	2020-09-17 16:04:29	Distilling Knowledge in Neural Networks	This project demonstrates the compelling model optimization technique - knowledge distillation with code walkthroughs in TensorFlow.
726	2332	2020-09-18 08:49:55	Recurrent Neural Networks: building GRU cells VS LSTM cells	What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in Pytorch?
727	2341	2020-09-20 00:34:03	PyTorch Forecasting	Time series forecasting with PyTorch.
728	2342	2020-09-20 03:24:58	Norfair	Lightweight Python library for adding real-time 2D object tracking to any detector.
729	2344	2020-09-21 00:20:00	Labelai	Labelai is an online tool designed to label images, useful for training AI models.
730	2345	2020-09-21 00:26:02	Remo	🐰 Python lib for remo - the app for annotations and images management in Computer Vision.
731	2348	2020-09-21 23:47:06	Layered Neural Rendering for Retiming People in Video	Manipulating and editing the time in which different motions of individuals in the video occur.
732	2351	2020-09-22 03:42:58	Simple Transformers: Transformers Made Easy	Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
733	2353	2020-09-22 13:04:04	TF Geometric	Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.
734	2356	2020-09-23 04:56:15	Part 2: Deep Representations, a way towards neural style transfer	A top-down approach to conceiving neural style transfer
735	2357	2020-09-23 10:27:15	Sudoku Solver	Solving Sudoku by extracting the puzzle from photo using Computer Vision and OCR and solving it.
736	2360	2020-09-23 13:56:29	3D Face: Fast, Accurate and Stable Reconstruction	This work extends the previous work 3DDFA, named 3DDFA_V2, titled Towards Fast, Accurate and Stable 3D Dense Face Alignment, accepted by ECCV 2020.
737	2368	2020-09-25 07:47:27	TableQA	AI tool for querying natural language on tabular data like csvs and other dataframes.
738	2369	2020-09-25 15:44:08	GP-GAN: Towards Realistic High-Resolution Image Blending	Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid
739	2371	2020-09-25 18:10:13	From Research to Production with Deep Semi-Supervised Learning	Semi-Supervised Learning (SSL) has blossomed in the deep learning research community — we share lessons learned over 15 months of taking SSL into production.
740	2372	2020-09-25 18:39:59	A spaced repetition app for keeping your reinforcement learning	We aim to keep your reinforcement learning knowledge fresh by periodically reminding you of concepts making you a master of RL knowledge!!
741	2373	2020-09-25 22:41:22	GraphNorm	A Principled Approach to Accelerating Graph Neural Network Training.
742	2384	2020-09-27 08:42:46	Intro to Facebook Prophet	Everything you need to know when starting out with Facebook’s time series forecasting tool
743	2387	2020-09-27 14:22:51	GitHub Actions for Machine Learning	This presentation discusses the use of GitHub Actions to automate certain steps of a toy ML project.
744	2388	2020-09-27 22:09:32	SemTorch	Different deep learning architectures definitions that can be applied to image segmentation.
745	2389	2020-09-28 05:34:15	bingoset - CLI tool to create image dataset.	CLI Toolkit to quickly create an image dataset using Bing Image Search API.
746	2395	2020-09-28 22:51:23	Python caching in GitHub Actions	How to speed up slow Python builds in GitHub Actions with effective caching.
747	2396	2020-09-29 00:36:12	EfficientDet meets Pytorch Lightning	Beginner friendly guide to object detection using EfficientDet.
748	2397	2020-09-29 02:15:46	Optimizing MobileDet for Mobile Deployments	Learn about the criticalities of effectively optimizing MobileDet object detectors for mobile deployments.
749	2402	2020-09-30 22:11:07	Adapting Text Augmentation to Industry Problems	In this post I will talk about the recent advances in exploiting language models for data generation and also show how, where we can implement them in Industry.
750	2404	2020-09-30 22:22:07	12 Factors of Reproducible Machine Learning in Production	We took our experience to deduce 12 factors (as a nod to the 12 factor app) that build the backbone of successful ML in production.
751	2410	2020-10-01 13:42:23	Serving PyTorch models in production with the Amazon SageMaker	TorchServe is now natively supported in Amazon SageMaker as the default model server for PyTorch inference.
752	2411	2020-10-01 14:55:12	How to Make Sense of the Reinforcement Learning Agents?	What and Why I Log During Training and Debug?
753	2412	2020-10-01 18:50:05	Introduction to 3D Medical Imaging: Preprocessing & Augmentations	Learn how to apply 3D transformations for medical image preprocessing and augmentation, to setup your awesome deep learning pipeline.
754	2415	2020-10-01 23:55:36	Explainable ML Monitoring	The video covers an overview of some of the risks of AI, the need for explainable monitoring, and what exactly we mean when we talk about it.
755	2417	2020-10-02 09:44:25	Parallelizing Prophet Cross-Validation with Dask	Applied Example w/ Code
756	2418	2020-10-02 10:16:17	Top Research Papers from the ECML-PKDD 2020 Conference	ECML-PKDD -> selectionof the best reaesch papers
757	2419	2020-10-02 15:37:27	GANs in Computer Vision Free Ebook / Article-series	This free ebook/article-series follows the chronological order of 20 peer-reviewed highly-cited papers as they presented in a series of 6 articles.
758	2422	2020-10-02 21:48:21	Pattern-Exploiting Training (PET)	This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
759	2423	2020-10-03 20:27:36	Imaginaire	NVIDIA PyTorch GAN library with distributed and mixed precision support.
760	2430	2020-10-05 10:09:28	Transection: Transformers for English to Chinese Translation 基于t	Tutorials on how to fine-tune a BART based transformer for English to Chinese translation.
761	2431	2020-10-05 12:36:02	A Survey of the State of Explainable AI for NLP	Overview of the operations and explainability techniques currently available for generating explanations for NLP model predictions.
762	2432	2020-10-05 13:09:58	Topic Modeling with BERT	Leveraging 🤗 Transformers and a class-based TF-IDF to create dense clusters allowing for easily interpretable topics.
763	2434	2020-10-06 02:13:01	OpenMMLab Computer Vision	MMCV is a python library for CV research and supports many research projects such as object detection, segmentation, pose estimation, action classification.
764	2436	2020-10-06 13:29:44	Machine Learning Methods Explained (+ Examples)	Most common techniques used in data science projects; get to know them through easy-to-understand examples and put them into practice in your own ML projects!
765	2437	2020-10-06 14:53:39	Rasoee	A powerful web and mobile application that identifies food dishes from a given input image, and provides an ingredient list along with relevant recipes.