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.

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-...

372   1472   1472  

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

464   1472   1472  

CS231n-2017-Summary

After watching all the videos of the famous Standford's CS231n course...

461   1472   1472  

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

530   1472   1472  

DeepFace

Face analysis mainly based on Caffe. At this time, face analysis tasks...

630   1469   1469  

torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTo...

315   1469   1469  

seldon-server

Machine Learning Platform and Recommendation Engine built on Kubernete...

312   1468   1468  

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learnin...

403   1466   1466  

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

500   1460   1460  

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

325   1459   1459  

EdgeML

This repository provides code for machine learning algorithms for edge...

369   1459   1459  

DeepAA

make ASCII Art by Deep Learning

105   1455   1455  

Face-Mask-Detection

Face Mask Detection system based on computer vision and deep learning...

819   1455   1455  

nannyml

Detecting silent model failure. NannyML estimates performance for regr...

99   1454   1454  

nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

248   1453   1453  

mean-teacher

A state-of-the-art semi-supervised method for image recognition

323   1453   1453  

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for...

142   1452   1452  

AI-Chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

265   1448   1448  

hivemind

Decentralized deep learning in PyTorch. Built to train models on thous...

97   1443   1443  

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion,...

318   1440   1440  

MLBox

MLBox is a powerful Automated Machine Learning python library.

274   1433   1433  

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

1018   1431   1431  

hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware...

116   1431   1431  

Transformers-Recipe

🧠 A study guide to learn about Transformers

135   1430   1430  

NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

195   1429   1429  

DIG

A library for graph deep learning research

229   1429   1429  

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

307   1428   1428  

DenseDepth

High Quality Monocular Depth Estimation via Transfer Learning

346   1426   1426  

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDe...

256   1421   1421  

iOS_ML

List of Machine Learning, AI, NLP solutions for iOS. The most recent v...

162   1420   1420  

mlreef

The collaboration workspace for Machine Learning

320   1420   1420  

AndroidTensorFlowMachineLearningExample

Android TensorFlow MachineLearning Example (Building TensorFlow for An...

441   1417   1417  

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlo...

319   1414   1414  

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

269   1410   1410  

AutoCrawler

Google, Naver multiprocess image web crawler (Selenium)

405   1410   1410  

grenade

Deep Learning in Haskell

85   1408   1408  

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Repres...

169   1403   1403  

DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art A...

242   1402   1402  

audiomentations

A Python library for audio data augmentation. Inspired by albumentatio...

166   1402   1402  

BicycleGAN

Toward Multimodal Image-to-Image Translation

246   1401   1401  

3d-ken-burns

an implementation of 3D Ken Burns Effect from a Single Image using PyT...

210   1401   1401  

Knet.jl

Koç University deep learning framework.

231   1397   1397  

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTor...

230   1397   1397  

ECCV2022-Papers-with-Code

ECCV 2022 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开...

240   1393   1393  

age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

506   1391   1391  

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

332   1388   1388  

QRec

QRec: A Python Framework for quick implementation of recommender syste...

391   1385   1385  

attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

269   1384   1384  

keras-resnet

Residual networks implementation using Keras-1.0 functional API

618   1381   1381  

Graphormer

Graphormer is a deep learning package that allows researchers and deve...

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