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.

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection...

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tiny-dnn

header only, dependency-free deep learning framework in C++14

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HyperLPR

High Performance Chinese License Plate Recognition Framework.

2046   5955   5955  

ai-deadlines

:alarm_clock: AI conference deadline countdowns

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chainer

A flexible framework of neural networks for deep learning

1360   5910   5910  

gluon-cv

Gluon CV Toolkit

1207   5897   5897  

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

1235   5879   5879  

StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion...

589   5874   5874  

gorgonia

Gorgonia is a library that helps facilitate machine learning in Go.

447   5817   5817  

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

661   5751   5751  

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch...

699   5743   5743  

Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization...

3200   5698   5698  

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with Tensor...

2753   5670   5670  

practicalAI-cn

AI实战-practicalAI 中文版

1236   5653   5653  

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transfo...

643   5624   5624  

mmf

A modular framework for vision & language multimodal research from Fac...

940   5581   5581  

nano-vllm

Nano vLLM

671   5570   5570  

NN-SVG

Publication-ready NN-architecture schematics.

745   5564   5564  

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

1072   5508   5508  

x-transformers

A concise but complete full-attention transformer with a set of promis...

472   5483   5483  

DALI

A GPU-accelerated library containing highly optimized building blocks...

645   5477   5477  

Chinese-CLIP

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

506   5430   5430  

mlpack

mlpack: a fast, header-only C++ machine learning library

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deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https:/...

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layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

508   5405   5405  

flashlight

A C++ standalone library for machine learning

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composer

Supercharge Your Model Training

451   5391   5391  

graph_nets

Build Graph Nets in Tensorflow

784   5386   5386  

YuE

YuE: Open Full-song Music Generation Foundation Model, something simil...

604   5276   5276  

DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearni...

2451   5233   5233  

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learnin...

542   5229   5229  

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

1743   5215   5215  

lance

Modern columnar data format for ML and LLMs implemented in Rust. Conve...

425   5183   5183  

SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Imag...

440   5171   5171  

DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of u...

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sqlflow

Brings SQL and AI together.

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SynapseML

Simple and Distributed Machine Learning

852   5160   5160  

tensorspace

Neural network 3D visualization framework, build interactive and intui...

448   5141   5141  

sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Imp...

690   5135   5135  

Augmentor

Image augmentation library in Python for machine learning.

874   5123   5123  

Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

1362   5122   5122  

doctr

docTR (Document Text Recognition) - a seamless, high-performing & acce...

537   5039   5039  

transformer-explainer

Transformer Explained Visually: Learn How LLM Transformer Models Work...

523   5037   5037  

ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Inte...

484   5025   5025  

mace

MACE is a deep learning inference framework optimized for mobile heter...

826   5020   5020  

Data-Science-Interview-Questions-Answers

Curated list of data science interview questions and answers

1160   5014   5014  

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Anti...

2105   5010   5010  

gluonts

Probabilistic time series modeling in Python

796   5003   5003  

keras-js

Run Keras models in the browser, with GPU support using WebGL

499   4972   4972  

tch-rs

Rust bindings for the C++ api of PyTorch.

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