Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an...

124 687 687

deep-learning-guide

An evolving guide to learning Deep Learning effectively.

133 686 686

polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

101 685 685

DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and...

181 684 684

tf_repos

TensorFlow Script

315 683 683

magpie

Deep neural network framework for multi-label text classification

192 683 683

semseg

常用的语义分割架构结构综述以及代码复现

155 680 680

CS224n

CS224n: Natural Language Processing with Deep Learning Assignments Win...

274 679 679

TensorSlow

Re-implementation of TensorFlow in pure python, with an emphasis on co...

88 676 676

melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthes...

162 675 675

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

117 674 674

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

172 674 674

LightCTR

Lightweight and Scalable framework that combines mainstream algorithms...

145 670 670

Gaussian_YOLOv3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localizati...

178 669 669

NeuralKart

A Real-time Mario Kart 64 AI using ConvNets.

56 664 664

All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists...

150 654 654

NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI...

135 651 651

deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

380 649 649

LibreASR

:speech_balloon: An On-Premises, Streaming Speech Recognition System

24 648 648

Machine-Learning-Book

《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口...

197 648 648

light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

150 645 645

FastSpeech

The Implementation of FastSpeech based on pytorch.

176 639 639

dll

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

157 639 639

euclidesdb

A multi-model machine learning feature embedding database

31 638 638

vqa.pytorch

Visual Question Answering in Pytorch

167 635 635

fastai2

Temporary home for fastai v2 while it's being developed

242 635 635

awesome-question-answering

Resources, datasets, papers on Question Answering

191 629 629

torchbearer

torchbearer: A model fitting library for PyTorch

67 628 628

kaggle_ndsb2017

Kaggle datascience bowl 2017

290 626 626

dist-keras

Distributed Deep Learning, with a focus on distributed training, using...

167 623 623

Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segme...

147 615 615

Paper-Implementations

Use PyTorch to implement some classic frameworks

196 610 610

texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-tr...

84 609 609