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.

UNIT

Unsupervised Image-to-Image Translation

361   1909   1909  

xla

Enabling PyTorch on Google TPU

321   1904   1904  

stemroller

Isolate vocals, drums, bass, and other instrumental stems from any son...

53   1892   1892  

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

563   1887   1887  

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability...

128   1879   1879  

tensorflow_template_application

TensorFlow template application for deep learning

732   1875   1875  

musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generatio...

124   1873   1873  

Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

232   1871   1871  

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implement...

454   1869   1869  

cv_note

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。ht...

306   1869   1869  

Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learn...

617   1858   1858  

fma

FMA: A Dataset For Music Analysis

393   1858   1858  

TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

268   1853   1853  

AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to creat...

239   1851   1851  

PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch pu...

773   1851   1851  

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

762   1850   1850  

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language pro...

456   1850   1850  

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly us...

338   1849   1849  

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical q...

428   1847   1847  

bulbea

:boar: :bear: Deep Learning based Python Library for Stock Market Pred...

463   1846   1846  

GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (E...

402   1844   1844  

talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

283   1840   1840  

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the...

1602   1837   1837  

ssd_keras

A Keras port of Single Shot MultiBox Detector

947   1833   1833  

ML

A high-level machine learning and deep learning library for the PHP la...

157   1833   1833  

awesome-mlss

List of summer schools in machine learning + related fields across the...

234   1828   1828  

pennylane

PennyLane is a cross-platform Python library for differentiable progra...

476   1821   1821  

tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

391   1818   1818  

awesome-python-data-science

Probably the best curated list of data science software in Python.

285   1818   1818  

raster-vision

An open source library and framework for deep learning on satellite an...

353   1817   1817  

torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

303   1816   1816  

SfMLearner

An unsupervised learning framework for depth and ego-motion estimation...

548   1811   1811  

universal-data-tool

Collaborate & label any type of data, images, text, or documents, in a...

181   1797   1797  

deepschool.io

Deep Learning tutorials in jupyter notebooks.

528   1796   1796  

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technic...

360   1795   1795  

STT

🐸STT - The deep learning toolkit for Speech-to-Text. Training and depl...

193   1792   1792  

coco-annotator

:pencil2: Web-based image segmentation tool for object detection, loca...

403   1790   1790  

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive L...

386   1785   1785  

zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data...

2804   1785   1785  

darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

1059   1783   1783  

AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeN...

281   1777   1777  

voxelmorph

Unsupervised Learning for Image Registration

526   1766   1766  

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

320   1765   1765  

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

916   1765   1765  

Bender

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal...

95   1763   1763  

ABigSurvey

A collection of 700+ survey papers on Natural Language Processing (NLP...

223   1758   1758  

Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

468   1754   1754  

Awesome-Interview

Collection of awesome interview references.

319   1750   1750  

awesome-ai-in-finance

🔬 A curated list of awesome machine learning strategies & tools in fin...

265   1750   1750  

DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python...

373   1748   1748