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.

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition...

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uTensor

TinyML AI inference library

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Awesome-Interaction-Aware-Trajectory-Prediction

A selection of state-of-the-art research materials on trajectory predi...

302   1530   1530  

vearch

A distributed system for embedding-based vector retrieval

265   1528   1528  

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Research...

383   1526   1526  

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Pyth...

122   1523   1523  

dl-colab-notebooks

Try out deep learning models online on Google Colab

442   1522   1522  

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as...

362   1520   1520  

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for g...

181   1518   1518  

DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics...

335   1514   1514  

ViZDoom

Reinforcement Learning environments based on the 1993 game Doom

368   1509   1509  

OpenSeq2Seq

Toolkit for efficient experimentation with Speech Recognition, Text2Sp...

367   1495   1495  

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Lo...

276   1495   1495  

GDLnotes

Google Deep Learning Notes（TensorFlow教程）

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CVprojects

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

572   1493   1493  

labml

🔎 Monitor deep learning model training and hardware usage from your m...

106   1489   1489  

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

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FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

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CADL

ARCHIVED: Contains historical course materials/Homework materials for...

732   1483   1483  

chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

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awesome-semi-supervised-learning

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

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anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-...

372   1472   1472  

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

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frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

530   1472   1472  

seldon-server

Machine Learning Platform and Recommendation Engine built on Kubernete...

300   1471   1471  

DeepFace

Face analysis mainly based on Caffe. At this time, face analysis tasks...

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torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTo...

315   1469   1469  

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learnin...

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pycm

Multi-class confusion matrix library in Python

126   1465   1465  

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

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efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

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EdgeML

This repository provides code for machine learning algorithms for edge...

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GIMP-ML

AI for GNU Image Manipulation Program

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Face-Mask-Detection

Face Mask Detection system based on computer vision and deep learning...

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NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

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DeepAA

make ASCII Art by Deep Learning

105   1455   1455  

nannyml

Detecting silent model failure. NannyML estimates performance for regr...

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nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

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mean-teacher

A state-of-the-art semi-supervised method for image recognition

323   1453   1453  

grenade

Deep Learning in Haskell

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transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for...

142   1452   1452  

torchdyn

A PyTorch library entirely dedicated to neural differential equations,...

132   1448   1448  

AI-Chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

265   1448   1448  

hivemind

Decentralized deep learning in PyTorch. Built to train models on thous...

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mlreef

The collaboration workspace for Machine Learning

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DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion,...

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lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master...

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DLTK

Deep Learning Toolkit for Medical Image Analysis

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MLBox

MLBox is a powerful Automated Machine Learning python library.

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iOS_ML

List of Machine Learning, AI, NLP solutions for iOS. The most recent v...

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