An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/mees/calvin

CALVIN - A benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

computer-vision deep-learning grounding manipulation natural-language-processing pytorch robotics vision vision-and-language vision-language

Last synced: 18 Jan 2026

https://github.com/TianhongDai/reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

a2c actor-critic algorithm atari2600 ddpg deep-learning deep-reinforcement-learning dqn dueling-dqn flappy-bird ppo proximal-policy-optimization pytorch sac soft-actor-critic trpo trust-region-policy-optimization

Last synced: 19 Jul 2025

https://github.com/chainer/chainer-chemistry

Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry

biology chainer chemistry deep-learning graph-convolutional-networks neural-network python

Last synced: 13 Apr 2025

https://github.com/DerrickXuNu/OpenCOOD

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

autonomous-driving collaborative-perception computer-vision deep-learning multi-agent-perception multi-agent-systems pytorch simulations

Last synced: 20 Mar 2025

https://github.com/doubangotelecom/ultimatealpr-sdk

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

alpr amlogic-npu android anpr anpr-sdk artificial-intelligence deep-learning jetson jetson-nano khadas-vim3 khadas-vims-boards license-plate license-plate-detection license-plate-recognition linux machine-learning openvino raspberry-pi tensorflow windows

Last synced: 15 May 2025

https://github.com/zeusees/zeusee-face-anti-spoofing

开源配合型人脸活体检测 Open Source Face Anti-spoofing

android anti-spoofing cpp deep-learning

Last synced: 04 Apr 2025

https://github.com/maghoumi/pytorch-softdtw-cuda

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch

cuda deep-learning dynamic-time-warping pytorch soft-dtw

Last synced: 04 Apr 2025

https://github.com/arunponnusamy/cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

computer-vision deep-learning image-processing machine-learning python

Last synced: 09 May 2025

https://github.com/likyoo/open-cd

A Change Detection Repo Standing on the Shoulders of Giants

bit change-detection changer deep-learning pytorch transformer

Last synced: 02 Jan 2026

https://github.com/molecularai/reinvent4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

ai astrazeneca cheminformatics chemistry deep-learning denovo-design drug-design drug-discovery generative-ai ml molecule-generation neural-networks reinforcement-learning transfer-learning

Last synced: 16 Jan 2026

https://github.com/BlackSamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 22 Jul 2025

https://github.com/pyg-team/pytorch-frame

Tabular Deep Learning Library for PyTorch

data-frame deep-learning pytorch tabular-learning

Last synced: 14 May 2025

https://github.com/ZhendongWang6/Uformer

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

deep-learning image-deblurring image-demoireing image-denoising image-deraining image-restoration pytorch

Last synced: 26 Feb 2025

https://github.com/blacksamorez/tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

deep-learning machine-learning natural-language-processing nlp python pytorch pytorch-transformers

Last synced: 14 Dec 2025

https://github.com/vbelz/Speech-enhancement

Deep learning for audio denoising

cnn deep-learning speech unet

Last synced: 07 Apr 2025

https://github.com/jacobgil/keras-grad-cam

An implementation of Grad-CAM with keras

deep-learning grad-cam keras visualization

Last synced: 04 Apr 2025

https://github.com/snakeztc/NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

chatbot deep-learning language neural-network reinforcement-learning

Last synced: 28 Apr 2025

https://github.com/qgallouedec/panda-gym

Set of robotic environments based on PyBullet physics engine and gymnasium.

artificial-intelligence deep-learning franka-emika machine-learning python reinforcement-learning robotics

Last synced: 15 May 2025

https://github.com/wvangansbeke/LaneDetection_End2End

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 07 May 2025

https://github.com/iMoonLab/HGNN

Hypergraph Neural Networks (AAAI 2019)

complex-data deep-learning hypergraph hypergraph-neural-networks pytorch

Last synced: 20 Mar 2025

https://github.com/wvangansbeke/lanedetection_end2end

End-to-end Lane Detection for Self-Driving Cars (ICCV 2019 Workshop)

computer-vision deep-learning end-to-end lane-detection least-squares pytorch self-driving-cars

Last synced: 05 Apr 2025

https://github.com/bmw-innovationlab/bmw-yolov4-training-automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

alexeyab-darknet automation computervision darknet deep-learning deeplearning docker gui monitoring neural-network no-code object-detection objectdetection rest-api tensorboard yolo yolo-gui yolo-tensorboard yolov3 yolov4

Last synced: 02 Jul 2025

https://github.com/lucidrains/voicebox-pytorch

Implementation of Voicebox, new SOTA Text-to-speech network from MetaAI, in Pytorch

artificial-intelligence deep-learning text-to-speech

Last synced: 15 May 2025

https://github.com/yandex-research/ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

deep-learning semantic-segmentation

Last synced: 11 Apr 2026

https://github.com/fastai/fastai2

Temporary home for fastai v2 while it's being developed

data-science deep-learning fastai jupyter machine-learning nbdev python pytorch

Last synced: 19 Jul 2025

https://github.com/suragnair/seqgan

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

deep-learning gan generative-adversarial-network generative-model natural-language-processing natural-language-understanding nlp policy-gradient seqgan

Last synced: 05 Apr 2025

https://github.com/yuliang-liu/curve-text-detector

This repository provides train&test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

deep-learning document-analysis object-detection scene-text

Last synced: 04 Apr 2025

https://github.com/Yuliang-Liu/Curve-Text-Detector

This repository provides train&test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.

deep-learning document-analysis object-detection scene-text

Last synced: 02 Apr 2025

https://github.com/lucidrains/MEGABYTE-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

artificial-intelligence attention-mechanisms deep-learning learned-tokenization long-context transformers

Last synced: 09 May 2025

https://github.com/BMW-InnovationLab/BMW-YOLOv4-Training-Automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

alexeyab-darknet automation computervision darknet deep-learning deeplearning docker gui monitoring neural-network no-code object-detection objectdetection rest-api tensorboard yolo yolo-gui yolo-tensorboard yolov3 yolov4

Last synced: 14 Mar 2025

https://github.com/pedropro/TACO

🌮 Trash Annotations in Context Dataset Toolkit

dataset deep-learning garbage litter mask-rcnn object-detection trash

Last synced: 07 May 2025

https://github.com/whitead/dmol-book

Deep learning for molecules and materials book

chemistry deep-learning materials-informatics

Last synced: 08 Apr 2025

https://github.com/rnchg/apt

AI Productivity Tool - Free and open source, improve user productivity, protect privacy and data security. Provide efficient and convenient AI solutions, built-in local exclusive ChatGPT, Phi, DeepSeek, one-click batch intelligent processing of pictures, videos, audio, etc.

ai ai-framework aigc audio-processing chatgpt computer-vision deep-learning deepseek generative-ai image-processing inference llm machine-learning machinelearning neural-network onnx onnxruntime video-processing

Last synced: 15 May 2025

https://github.com/lucidrains/megabyte-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

artificial-intelligence attention-mechanisms deep-learning learned-tokenization long-context transformers

Last synced: 14 May 2025

https://github.com/deepmodeling/uni-mol

Official Repository for the Uni-Mol Series Methods

deep-learning molecular-modeling pre-trained-model pretraining

Last synced: 21 Oct 2025

https://github.com/Yuan-ManX/ai-audio-datasets

AI Audio Datasets (AI-ADS) 🎵, including Speech, Music, and Sound Effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications.

aigc artificial-intelligence audio audio-effect audio-generation datasets deep-learning machine-learning music-generation

Last synced: 17 Mar 2025

https://github.com/changhao-chen/deep-learning-localization-mapping

A collection of deep learning based localization models

deep-learning localization mapping slam

Last synced: 01 Apr 2025

https://github.com/ashishpatel26/real-time-ml-project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application deep-learning deeplearning dl keras machine-learning machine-learning-algorithms machinelearning ml ml-application project pytorch real-time real-time-data rl tensorflow theano

Last synced: 13 Apr 2025

https://github.com/ashishpatel26/Real-time-ML-Project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

application deep-learning deeplearning dl keras machine-learning machine-learning-algorithms machinelearning ml ml-application project pytorch real-time real-time-data rl tensorflow theano

Last synced: 29 Mar 2025

https://github.com/rbbrdckybk/ai-art-generator

For automating the creation of large batches of AI-generated artwork locally.

clip-guided-diffusion deep-learning generative-art image-generation machine-learning stable-diffusion vqgan-clip

Last synced: 10 Apr 2025

https://github.com/megvii-research/mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

cifar coco computer-vision cvpr2022 deep-learning iccv2023 imagenet knowledge-distillation pytorch

Last synced: 01 Feb 2026

https://github.com/rnchg/Apt

AI Productivity Tool - Free and open source, improve user productivity, protect privacy and data security. Provide efficient and convenient AI solutions, built-in local exclusive ChatGPT, Phi, DeepSeek, one-click batch intelligent processing of pictures, videos, audio, etc.

ai ai-framework aigc audio-processing chatgpt computer-vision deep-learning deepseek generative-ai image-processing inference llm machine-learning machinelearning neural-network onnx onnxruntime video-processing

Last synced: 24 Mar 2025

https://github.com/ryan-yang125/chatllm-web

🗣️ Chat with LLM like Vicuna totally in your browser with WebGPU, safely, privately, and with no server. Powered by web llm.

chatgpt deep-learning llm nextjs pwa react tvm vicuna webgpu webml

Last synced: 18 Jul 2025

https://github.com/lucidrains/memorizing-transformers-pytorch

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

approximate-nearest-neighbors artificial-intelligence attention-mechanism deep-learning memory retrieval transformers

Last synced: 16 May 2025

https://github.com/perone/euclidesdb

A multi-model machine learning feature embedding database

cpp database deep-learning machine-learning pytorch search

Last synced: 04 Apr 2025

https://github.com/songlab-cal/tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

benchmark dataset deep-learning language-modeling protein-sequences protein-structure pytorch semi-supervised-learning

Last synced: 09 Apr 2025

https://github.com/YU1ut/MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

deep-learning pytorch semi-supervised-learning

Last synced: 08 May 2025

https://github.com/akanimax/BMSG-GAN

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

artificial-intelligence computer-vision deep-learning gan image-synthesis msg-gan

Last synced: 08 May 2025

https://github.com/garythung/trashnet

Dataset of images of trash; Torch-based CNN for garbage image classification

convolutional-neural-networks dataset deep-learning garbage image-classification torch trash

Last synced: 07 May 2025

https://github.com/Ryan-yang125/ChatLLM-Web

🗣️ Chat with LLM like Vicuna totally in your browser with WebGPU, safely, privately, and with no server. Powered by web llm.

chatgpt deep-learning llm nextjs pwa react tvm vicuna webgpu webml

Last synced: 04 Apr 2025

https://github.com/cerndb/dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow

Last synced: 03 Oct 2025

https://github.com/d2l-ai/d2l-vi

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

computer-vision d2l deep-learning kaggle keras machine-learning mlbvn mxnet python pytorch tensorflow vietnamese-language

Last synced: 04 Apr 2025

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 04 Apr 2025

https://github.com/ternaus/robot-surgery-segmentation

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

computer-vision deep-learning image-segmentation medical-imaging python pytorch robot-assisted-surgery

Last synced: 12 Apr 2025

https://github.com/opendr-eu/opendr

A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning

deep-learning robotics

Last synced: 13 Dec 2025

https://github.com/sunshineatnoon/Paper-Implementations

Use PyTorch to implement some classic frameworks

computer-vision deep-learning pytorch

Last synced: 19 Jul 2025

https://github.com/scisharp/keras.net

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 15 May 2025

https://github.com/lucastabelini/LaneATT

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

computer-vision deep-learning lane-detection pytorch

Last synced: 20 Mar 2025

https://github.com/augmentedstartups/as-one

Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

computer-vision deep-learning object-detection opencv pytorch sam tracking ultralytics yolor yolov5 yolov7 yolov8 yolov9 yolox

Last synced: 08 Apr 2025

https://github.com/augmentedstartups/AS-One

Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.

computer-vision deep-learning object-detection opencv pytorch sam tracking ultralytics yolor yolov5 yolov7 yolov8 yolov9 yolox

Last synced: 20 Apr 2025

https://github.com/SciSharp/Keras.NET

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 02 Apr 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559