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.

PyTorch-Encoding

A CV toolkit for my papers.

454   1989   1989  

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection...

836   1986   1986  

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neur...

283   1982   1982  

Hierarchical-Localization

Visual localization made easy with hloc

390   1981   1981  

universal-data-tool

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

192   1974   1974  

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTo...

247   1971   1971  

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

374   1966   1966  

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

275   1964   1964  

tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

400   1963   1963  

make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from...

183   1953   1953  

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've...

278   1953   1953  

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Line...

378   1950   1950  

Thin-Plate-Spline-Motion-Model

[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.

297   1943   1943  

DeepLearningForNLPInPytorch

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

462   1939   1939  

keras-tcn

Keras Temporal Convolutional Network. Supports Python and R.

463   1931   1931  

Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯...

533   1924   1924  

UNIT

Unsupervised Image-to-Image Translation

361   1909   1909  

xla

Enabling PyTorch on Google TPU

321   1904   1904  

tf_unet

Generic U-Net Tensorflow implementation for image segmentation

747   1899   1899  

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

563   1887   1887  

benchm-ml

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

333   1880   1880  

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

714   1877   1877  

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  

GPflow

Gaussian processes in TensorFlow

431   1866   1866  

AI-Blocks

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

222   1862   1862  

diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your ap...

121   1862   1862  

fma

FMA: A Dataset For Music Analysis

393   1858   1858  

PyTorchNLPBook

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

773   1851   1851  

ml-cvnets

CVNets: A library for training computer vision networks

240   1851   1851  

GANimation

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

402   1844   1844  

PassGAN

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/...

374   1843   1843  

ssd_keras

A Keras port of Single Shot MultiBox Detector

947   1833   1833  

petastorm

Petastorm library enables single machine or distributed training and e...

281   1829   1829  

awesome-semi-supervised-learning

😎 An up-to-date & curated list of awesome semi-supervised learning pa...

228   1825   1825  

koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

64   1822   1822  

tensorflow-1.4-billion-password-analysis

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

391   1818   1818  

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  

Gen.jl

A general-purpose probabilistic programming system with programmable i...

162   1810   1810  

Bender

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

90   1802   1802  

deepschool.io

Deep Learning tutorials in jupyter notebooks.

528   1796   1796  

Awesome-Interview

Collection of awesome interview references.

311   1795   1795  

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised l...

249   1795   1795  

STT

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

193   1792   1792  

NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP p...

726   1791   1791  

uTensor

TinyML AI inference library

232   1791   1791  

darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

1059   1783   1783  

spago

Self-contained Machine Learning and Natural Language Processing librar...

88   1780   1780