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.

audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

169   2018   2018  

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper...

272   2017   2017  

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

460   2011   2011  

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

785   2001   2001  

docarray

🧬 The data structure for multimodal data · Neural Search · Vector Sea...

166   1999   1999  

Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval a...

241   1999   1999  

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine...

574   1993   1993  

mmdeploy

OpenMMLab Model Deployment Framework

499   1992   1992  

ScaledYOLOv4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

567   1990   1990  

PyTorch-Encoding

A CV toolkit for my papers.

454   1989   1989  

grobid

A machine learning software for extracting information from scholarly...

356   1988   1988  

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  

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  

CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

365   1963   1963  

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of referenc...

215   1960   1960  

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  

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (B...

164   1933   1933  

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...

334   1879   1879  

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  

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  

AI-Blocks

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

222   1864   1864  

fma

FMA: A Dataset For Music Analysis

393   1858   1858  

TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

268   1853   1853  

PyTorchNLPBook

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

773   1851   1851  

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  

ssd_keras

A Keras port of Single Shot MultiBox Detector

947   1833   1833  

koila

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

63   1822   1822  

tensorflow-1.4-billion-password-analysis

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

391   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