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/fregu856/deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

autonomous-driving computer-vision deep-learning machine-learning pytorch semantic-segmentation

Last synced: 19 Jul 2025

https://github.com/HumanCompatibleAI/overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

artificial-intelligence deep-learning machine-learning pytorch reinforcement-learning

Last synced: 24 Apr 2025

https://github.com/yuanming-hu/exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

computational-photography deep-learning gan generative-adversarial-network image-processing reinforcement-learning

Last synced: 04 Apr 2025

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

Implementation of Phenaki Video, which uses Mask GIT to produce text guided videos of up to 2 minutes in length, in Pytorch

artificial-intelligence attention-mechanisms deep-learning imagination-machine text-to-video transformers

Last synced: 11 Apr 2025

https://github.com/QPT-Family/QPT

[内测中]QPT - 致力于让开源项目更好通往互联网世界的Python to EXE工具(Python打包)。

cuda deep-learning dml gpu noavx paddlepaddle pypi python qpt

Last synced: 18 Aug 2025

https://github.com/smilelab-fl/fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning

Last synced: 15 May 2025

https://github.com/neoml-lib/neoml

Machine learning framework for both deep learning and traditional algorithms

cpp deep-learning machine-learning ml neural-network onnx

Last synced: 09 Jan 2026

https://github.com/baidu-research/ncrf

Cancer metastasis detection with neural conditional random field (NCRF)

camelyon16 conditional-random-fields deep-learning pathology whole-slide-imaging

Last synced: 13 Apr 2025

https://github.com/lucidrains/linear-attention-transformer

Transformer based on a variant of attention that is linear complexity in respect to sequence length

artificial-intelligence attention-mechanism deep-learning pytorch transformer

Last synced: 15 May 2025

https://github.com/NVlabs/FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

ade20k backbone coco deep-learning foundation-models image-classification image-net object-detection pre-trained-model self-attention semantic-segmentation vision-transformer visual-recognition

Last synced: 20 Mar 2025

https://github.com/baidu-research/NCRF

Cancer metastasis detection with neural conditional random field (NCRF)

camelyon16 conditional-random-fields deep-learning pathology whole-slide-imaging

Last synced: 03 Apr 2025

https://github.com/guanfuchen/semseg

常用的语义分割架构结构综述以及代码复现 华为媒体研究院 图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

bisenet deep-learning deeplab drn enet erfnet fcn frrn future-semantic-segmentation gcn image-segmentation label-refinement-network lrn pytorch segmentation-models segmentation-networks segnet semantic-segmentation shufflenet

Last synced: 12 Jul 2025

https://github.com/lancedb/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

Last synced: 17 Oct 2025

https://github.com/breezedeus/cnstd

CnSTD: 基于 PyTorch/MXNet 的 中文/英文 场景文字检测(Scene Text Detection)、数学公式检测(Mathematical Formula Detection, MFD)、篇章分析(Layout Analysis)的Python3 包

deep-learning math-formula-detection object-detection ocr python pytorch scene-text-detection text-detection

Last synced: 04 Oct 2025

https://github.com/Jumpat/SegmentAnythingin3D

Segment Anything in 3D with NeRFs (NeurIPS 2023)

3d 3d-segmentation computer-vision deep-learning nerf segment-anything segmentation

Last synced: 20 Mar 2025

https://github.com/SMILELab-FL/FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

deep-learning federated-learning federated-learning-framework fedlab machine-learning pytorch pytorch-federated-learning

Last synced: 02 May 2025

https://github.com/project-monai/monailabel

MONAI Label is an intelligent open source image labeling and learning tool.

3d 3d-slicer-extension active-learning deep-learning machine-learning medical-imaging monai pytorch segmentation

Last synced: 08 Oct 2025

https://github.com/drprojects/superpoint_transformer

Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"

3d 3dv2024 deep-learning efficient fast graph-clustering hierarchical iccv2023 lightweight panoptic-segmentation partition partitioning point-cloud pytorch semantic-segmentation superpoint transformer

Last synced: 15 May 2025

https://github.com/hse-aml/intro-to-dl

Resources for "Introduction to Deep Learning" course.

deep-learning

Last synced: 16 May 2025

https://github.com/opencv/opencv_zoo

Model Zoo For OpenCV DNN and Benchmarks.

benchmark deep-learning model-zoo opencv

Last synced: 14 May 2025

https://github.com/tobegit3hub/simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

client deep-learning http machine-learning savedmodel serving tensorflow tensorflow-models

Last synced: 25 Oct 2025

https://github.com/dog-qiuqiu/FastestDet

:zap: A newly designed ultra lightweight anchor free target detection algorithm, weight only 250K parameters, reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

computer-vision deep-learning object-detection

Last synced: 14 Mar 2025

https://github.com/dog-qiuqiu/fastestdet

:zap: A newly designed ultra lightweight anchor free target detection algorithm, weight only 250K parameters, reduces the time consumption by 10% compared with yolo-fastest, and the post-processing is simpler

computer-vision deep-learning object-detection

Last synced: 04 Apr 2025

https://github.com/zerollzeng/tiny-tensorrt

Deploy your model with TensorRT quickly.

deep-learning onnx tensorrt

Last synced: 20 Mar 2025

https://github.com/devendrachaplot/Neural-SLAM

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

active-neural-slam deep-learning deep-reinforcement-learning deep-rl exploration navigation neural-slam robotics visual-navigation

Last synced: 01 Apr 2025

https://github.com/veal98/cs-wiki

📙 致力打造完善的后端知识体系. Not only an Interview-Guide, but also a Learning-Direction.

ai algorithm database deep-learning front-end java leetcode maching-learning network os python

Last synced: 04 Apr 2025

https://github.com/deepforge-dev/deepforge

A modern development environment for deep learning

deep-learning ide rapid-prototyping

Last synced: 09 May 2025

https://github.com/wmcnally/kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

deep-learning human-pose-estimation pose-estimation pytorch yolo

Last synced: 21 Apr 2025

https://github.com/awslabs/dgl-lifesci

Python package for graph neural networks in chemistry and biology

bioinformatics cheminformatics deep-learning dgl drug-discovery geometric-deep-learning graph-neural-networks molecule

Last synced: 15 May 2025

https://github.com/amusi/AI-Job-Recommend

国内公司人工智能方向(含机器学习、深度学习、计算机视觉和自然语言处理)岗位的招聘信息(含全职、实习和校招)

artificial-intelligence computer-vision deep-learning job-search jobs machine-learning natural-language-processing

Last synced: 03 Aug 2025

https://github.com/mrsibe/knownote

A local-first AI knowledge base & NotebookLM alternative built with Electron. More convenient, more lightweight, and understands you better!

ai deep-learning deepseek dl electron notebook notebooklm openai

Last synced: 30 Jan 2026

https://github.com/AntonioTepsich/Convolutional-KANs

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

cnn computer-vision deep-learning

Last synced: 01 Aug 2025

https://github.com/thuml/Anomaly-Transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

anomaly-detection deep-learning time-series

Last synced: 27 Apr 2025

https://github.com/neurodiffgym/neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 08 Jul 2025

https://github.com/kendryte/nncase

Open deep learning compiler stack for Kendryte AI accelerators ✨

ai-compiler compiler deep-learning k210 k230 k510 kendryte llm neural-network

Last synced: 18 Mar 2025

https://github.com/titu1994/lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

cnn deep-learning keras lstm timeseries

Last synced: 04 Apr 2025

https://github.com/pangeo-data/weatherbench

A benchmark dataset for data-driven weather forecasting

benchmark dataset deep-learning weather-forecast

Last synced: 12 Apr 2025

https://github.com/SunzeY/AlphaCLIP

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

deep-learning machine-learning vision-and-language vision-language vision-language-model vision-transformer

Last synced: 15 Sep 2025

https://github.com/asyml/texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python pytorch roberta texar texar-pytorch text-data text-generation xlnet

Last synced: 08 Oct 2025

https://github.com/lucidrains/mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

artificial-intelligence deep-learning mixture-of-experts transformer

Last synced: 16 May 2025

https://github.com/NeuroDiffGym/neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series

Last synced: 04 May 2025

https://github.com/google-research/long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

attention deep-learning flax jax nlp transformers

Last synced: 12 May 2026

https://github.com/DrSleep/light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

deep-learning light-weight pytorch refinenet semantic-segmentation

Last synced: 13 May 2025

https://github.com/drsleep/light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

deep-learning light-weight pytorch refinenet semantic-segmentation

Last synced: 10 May 2025

https://github.com/sql-machine-learning/elasticdl

Kubernetes-native Deep Learning Framework

deep-learning distributed-systems kubernetes tensorflow

Last synced: 16 May 2025

https://github.com/MisaOgura/flashtorch

Visualization toolkit for neural networks in PyTorch! Demo -->

cnn deep-learning explainability interpretability machine-learning neural-networks pytorch visualization

Last synced: 27 Mar 2025

https://github.com/bobbens/sketch_simplification

Models and code related to sketch simplification of rough sketches.

convolutional-neural-networks deep-learning pytorch siggraph sketch torch

Last synced: 04 Apr 2025

https://github.com/itdxer/neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

artificial-neural-networks boltzmann-machine deep-learning deep-neural-networks deeplearning hopfield lvq neupy neural-network pnn rbm sofm som tensorflow

Last synced: 13 Apr 2025

https://github.com/maximumentropy/seq2seq-pytorch

Sequence to Sequence Models with PyTorch

deep-learning pytorch rnn seq2seq

Last synced: 04 Apr 2025

https://github.com/HuaizhengZhang/Awsome-Deep-Learning-for-Video-Analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

deep-learning machine-learning multimodal-learning paper video-analysis video-classification video-dataset

Last synced: 20 Mar 2025

https://github.com/floe/backscrub

Virtual Video Device for Background Replacement with Deep Semantic Segmentation

body-pix bodypix cpp deep-learning deeplab deeplabv3 mediapipe opencv python tensorflow tflite video

Last synced: 13 Apr 2025

https://github.com/qpt-family/qpt

[内测中]QPT - 致力于让开源项目更好通往互联网世界的Python to EXE工具(Python打包)。

cuda deep-learning dml gpu noavx paddlepaddle pypi python qpt

Last synced: 12 Apr 2025

https://github.com/oaid/autokernel

AutoKernel 是一个简单易用,低门槛的自动算子优化工具,提高深度学习算法部署效率。

auto autosearch deep-learning halide optimization pytorch reinforcement-learning tengine tensor tensorflow tvm

Last synced: 04 Apr 2025

https://github.com/williamfalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 23 Feb 2026

https://github.com/williamFalcon/test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

caffe caffe2 chainer data-science deep-learning grid-search hyperparameter-optimization keras machine-learning neural-networks pytorch random-search tensorflow

Last synced: 27 Mar 2025

https://github.com/quic/sense

Enhance your application with the ability to see and interact with humans using any RGB camera.

activity-recognition calorie-estimation computer-vision deep-learning fitness-app gesture-recognition neural-networks pytorch video

Last synced: 13 Jul 2025

https://github.com/imoonlab/hgnn

Hypergraph Neural Networks (AAAI 2019)

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

Last synced: 04 Apr 2025

https://github.com/thuml/depyf

depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.

compiler deep-learning pytorch

Last synced: 24 Sep 2025

https://github.com/PracticalDL/Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

artificial-intelligence cloud deep-learning deep-learning-tutorial edge machine-learning mobile object-detection oreilly oreilly-books

Last synced: 26 Apr 2025

https://github.com/dyelax/Adversarial_Video_Generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

adversarial-networks deep-learning deep-neural-networks gan generative-adversarial-network video-prediction-models

Last synced: 19 Jul 2025

https://github.com/ahangchen/torch_base

Quickly bring up your PyTorch project(a skeleton)

computer-vision deep-learning machine-learning pytorch

Last synced: 04 Apr 2025

https://github.com/imoonlab/deephypergraph

A pytorch library for graph and hypergraph computation.

deep-learning graph-neural-networks hypergraph-neural-networks pytorch

Last synced: 08 Apr 2025

https://github.com/datawhalechina/torch-rechub

A Lighting Pytorch Framework for Recommendation Models (PyTorch推荐算法框架), Easy-to-use and Easy-to-extend. https://datawhalechina.github.io/torch-rechub/

ctr-prediction deep-learning generative-recommendation hstu llm onnx pytorch recommendation-algorithms recommendation-engine recommendation-system recommender-system recsys

Last synced: 21 Apr 2026

https://github.com/cadene/vqa.pytorch

Visual Question Answering in Pytorch

clevr coco deep-learning pytorch resnet skipthoughts torch vgenome vqa

Last synced: 04 Apr 2025

https://github.com/yeyupiaoling/paddlepaddle-deepspeech

基于PaddlePaddle实现的语音识别,中文语音识别。项目完善,识别效果好。支持Windows,Linux下训练和预测,支持Nvidia Jetson开发板预测。

asr chinese deep-learning deepspeech deepspeech2 docker nvidia-docker paddlepaddle speech-recognition speech-to-text

Last synced: 15 May 2025

https://github.com/zepen/predict_Lottery_ticket

双色球+大乐透彩票AI预测

chinese deep-learning ml python

Last synced: 17 Jul 2025

https://github.com/openvinotoolkit/model_server

A scalable inference server for models optimized with OpenVINO™

ai cloud dag deep-learning edge genai inference kubernetes machine-learning model-serving openvino serving

Last synced: 14 May 2025

https://github.com/VikParuchuri/tabled

Detect and extract tables to markdown and csv

deep-learning ocr tables

Last synced: 27 Feb 2025

https://github.com/creafz/pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

convolutional-neural-networks deep-learning pretrained-models pytorch

Last synced: 16 May 2025

https://github.com/emilwallner/how-to-learn-deep-learning

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

cnn deep-learning machine-learning rnn tflearn

Last synced: 13 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559