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.

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learn...

476   2638   2638  

Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e...

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AIF360

A comprehensive set of fairness metrics for datasets and machine learn...

882   2627   2627  

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation...

315   2624   2624  

torch-points3d

Pytorch framework for doing deep learning on point clouds.

396   2623   2623  

SparrowRecSys

A Deep Learning Recommender System

862   2618   2618  

InvoiceNet

Deep neural network to extract intelligent information from invoice do...

408   2616   2616  

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with...

230   2615   2615  

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

337   2614   2614  

benchmarking-gnns

Repository for benchmarking graph neural networks (JMLR 2023)

457   2612   2612  

QuantResearch

Quantitative analysis, strategies and backtests

526   2611   2611  

DeblurGAN

Image Deblurring using Generative Adversarial Networks

530   2609   2609  

DeepLearing-Interview-Awesome-2024

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包...

229   2597   2597  

TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, includin...

470   2596   2596  

edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction,...

532   2583   2583  

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Impr...

289   2580   2580  

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...

391   2578   2578  

pytorch-GAT

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

343   2574   2574  

big-sleep

A simple command line tool for text to image generation, using OpenAI'...

305   2571   2571  

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio...

276   2570   2570  

gluon-nlp

NLP made easy

528   2562   2562  

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection...

220   2551   2551  

deepdetect

Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dl...

557   2543   2543  

whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps a...

194   2532   2532  

QualityScaler

QualityScaler - image/video AI upscaler app

189   2528   2528  

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical ch...

508   2526   2526  

Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test...

874   2521   2521  

forecasting

Time Series Forecasting Best Practices & Examples

413   2512   2512  

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0

900   2511   2511  

voxelmorph

Unsupervised Learning for Image Registration

608   2509   2509  

papers

Summaries of machine learning papers

439   2506   2506  

EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution...

261   2496   2496  

habitat-lab

A modular high-level library to train embodied AI agents across a vari...

577   2492   2492  

STT

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

295   2486   2486  

Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tr...

654   2482   2482  

lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection

897   2482   2482  

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

510   2474   2474  

Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTo...

300   2466   2466  

CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、e...

689   2462   2462  

awesome-human-pose-estimation

A collection of awesome resources in Human Pose estimation.

406   2461   2461  

tensorflow-onnx

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

448   2455   2455  

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. htt...

169   2449   2449  

DIS

This is the repo for our new project Highly Accurate Dichotomous Image...

293   2448   2448  

Getting-Things-Done-with-Pytorch

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

651   2444   2444  

fma

FMA: A Dataset For Music Analysis

454   2440   2440  

ML2022-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Sprin...

547   2433   2433  

asteroid

The PyTorch-based audio source separation toolkit for researchers

437   2429   2429  

data-science-question-answer

A repo for data science related questions and answers

655   2427   2427  

SimCLR

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

484   2421   2421  

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing C...

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