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/nv-tlabs/gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 16 May 2025

https://github.com/nv-tlabs/GSCNN

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 28 Mar 2025

https://github.com/xinntao/facexlib

FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

alignment assessment deep-learning detection face headpose matting parsing pytorch recognition tracking

Last synced: 08 Oct 2025

https://github.com/paulfitz/mlsql

inferring sql queries from plain-text questions about tables

deep-learning natural-language sql wikisql

Last synced: 04 Apr 2025

https://github.com/mnicnc404/CartoonGan-tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

deep-learning gan generative-adversarial-network generative-art keras tensorboard tensorflow tensorflow2 tf-keras

Last synced: 18 Mar 2025

https://github.com/oeway/pytorch-deform-conv

PyTorch implementation of Deformable Convolution

deep-learning deep-learning-algorithms

Last synced: 01 Apr 2025

https://github.com/phizaz/diffae

Official implementation of Diffusion Autoencoders

autoencoder cvpr2022 deep-learning diffusion-models ffhq latent-variable-models lsun

Last synced: 16 May 2025

https://github.com/mathiasgruber/pconv-keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

ai deep-learning inpainting keras nvidia python tensorflow

Last synced: 12 Apr 2025

https://github.com/mindspore-lab/mindnlp

MindSpore + 🤗Huggingface: Run any Transformers/Diffusers model on MindSpore with seamless compatibility and acceleration.

deep-learning diffusion-models huggingface large-language-models llm mindspore natural-language-processing nlp nlp-library python vlm

Last synced: 09 Mar 2026

https://github.com/MathiasGruber/PConv-Keras

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

ai deep-learning inpainting keras nvidia python tensorflow

Last synced: 19 Jul 2025

https://github.com/lucidrains/tab-transformer-pytorch

Implementation of TabTransformer, attention network for tabular data, in Pytorch

artificial-intelligence attention-mechanism deep-learning tabular-data transformer

Last synced: 07 Jan 2026

https://github.com/paddlepaddle/serving

A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)

dag deep-learning docker gpu micro-service microservice-toolkit online-service paddle paddle-serving pipeline prediction predictor python rpc-service serving

Last synced: 15 May 2025

https://github.com/PaddlePaddle/Serving

A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)

dag deep-learning docker gpu micro-service microservice-toolkit online-service paddle paddle-serving pipeline prediction predictor python rpc-service serving

Last synced: 20 Mar 2025

https://github.com/the-full-stack/course-gitbook

Full Stack Deep Learning Online Course

deep-learning machine-learning

Last synced: 25 Jan 2026

https://github.com/google-research/pix2seq

Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)

computer-vision deep-learning object-detection pix2seq tensorflow2 vision-language

Last synced: 03 Oct 2025

https://github.com/moemen95/pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 16 May 2025

https://github.com/codebasics/deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

deep-learning deep-neural-networks keras keras-tensorflow mnist object-detection tensorflow

Last synced: 14 Apr 2025

https://github.com/uclaml/SPIN

The official implementation of Self-Play Fine-Tuning (SPIN)

deep-learning fine-tuning large-language-models self-play

Last synced: 19 Apr 2025

https://github.com/baal-org/baal

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 16 May 2025

https://github.com/moemen95/Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 08 May 2025

https://github.com/ElementAI/baal

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 02 May 2025

https://github.com/victordibia/autogen-ui

Web UI for AutoGen (A Framework Multi-Agent LLM Applications)

agent-based-framework ai ai-agents autogen autogen-sample chatgpt deep-learning visualization

Last synced: 15 May 2025

https://github.com/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 01 Apr 2025

https://github.com/MingSun-Tse/Efficient-Deep-Learning

Collection of recent methods on (deep) neural network compression and acceleration.

deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning

Last synced: 16 Mar 2025

https://github.com/nvidia/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

deep-learning neural-network object-detection python pytorch retinanet tensorrt

Last synced: 12 Apr 2025

https://github.com/lucidrains/muse-maskgit-pytorch

Implementation of Muse: Text-to-Image Generation via Masked Generative Transformers, in Pytorch

artificial-intelligence attention-mechanisms deep-learning text-to-image transformers

Last synced: 15 May 2025

https://github.com/NVIDIA/retinanet-examples

Fast and accurate object detection with end-to-end GPU optimization

deep-learning neural-network object-detection python pytorch retinanet tensorrt

Last synced: 19 Jul 2025

https://github.com/somewacko/deconvfaces

Generating faces with deconvolution networks

animation deep-learning keras

Last synced: 15 Mar 2025

https://github.com/mystic123/tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

deep-learning detector object-detection tensorflow tensorflow-yolo yolo yolov3

Last synced: 07 Apr 2025

https://github.com/doragd/chinese-chatbot-pytorch-implementation

:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

chatbot chinese-nlp deep-learning pytorch pytorch-nlp

Last synced: 16 May 2025

https://github.com/hindupuravinash/nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017

deep-learning machine-learning neural-networks nips-2017

Last synced: 26 Jan 2026

https://github.com/synalinks/hybridagi

The Programmable Cypher-based Neuro-Symbolic AGI that lets you program its behavior using Graph-based Prompt Programming: for people who want AI to behave as expected

artificial-general-intelligence artificial-intelligence deep-learning graph-based-prompt-programming graph-of-prompt large-language-models neuro-symbolic neuro-symbolic-ai neuro-symbolic-hybrid-ai neurosymbolic programmable-agi

Last synced: 12 Oct 2025

https://github.com/aqlaboratory/proteinnet

Standardized data set for machine learning of protein structure

dataset deep-learning machine-learning protein-sequence protein-structure proteins

Last synced: 04 Apr 2025

https://github.com/didi/aoe

AoE (AI on Edge,终端智能,边缘计算) 是一个终端侧AI集成运行时环境 (IRE),帮助开发者提升效率。

ai android aoe benchmark deep-learning demo device didi edge ios ire mace machine-learning ml mnist mnn ncnn squeezenet tensorflow tools

Last synced: 08 Apr 2025

https://github.com/cvg/glue-factory

Training library for local feature detection and matching

computer-vision deep-learning iccv2023 image-matching

Last synced: 16 May 2025

https://github.com/jacobgil/pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

deep-learning pruning pytorch

Last synced: 04 Apr 2025

https://github.com/philipperemy/n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

deep-learning neural-networks pytorch series-forecasting

Last synced: 15 May 2025

https://github.com/xcmyz/fastspeech

The Implementation of FastSpeech based on pytorch.

deep-learning pytorch speech-synthesis

Last synced: 16 May 2025

https://github.com/hkchengrex/cascadepsp

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

computer-vision cvpr2020 deep-learning high-resolution pytorch refinement-network segmentation segmentation-refinement

Last synced: 08 Oct 2025

https://github.com/segment-any-text/wtpsplit

Toolkit to segment text into sentences or other semantic units in a robust, efficient and adaptable way.

deep-learning machine-learning natural-language-processing pretrained-models python sentence-boundary-detection sentence-segmentation sentence-segmenter

Last synced: 14 Mar 2025

https://github.com/andyzeng/3dmatch-toolbox

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

3d 3d-deep-learning 3dmatch artificial-intelligence computer-vision deep-learning geometry-processing point-cloud rgbd vision

Last synced: 16 May 2025

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

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

artificial-intelligence attention-mechanism deep-learning retrieval transformers

Last synced: 15 May 2025

https://github.com/minzhang-whu/change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 04 Apr 2025

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

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

artificial-intelligence attention-mechanism deep-learning retrieval transformers

Last synced: 03 Apr 2025

https://github.com/yeyupiaoling/ppasr

基于PaddlePaddle实现端到端中文语音识别,从入门到实战,超简单的入门案例,超实用的企业项目。支持当前最流行的DeepSpeech2、Conformer、Squeezeformer模型

asr chinese conformer deep-learning deepspeech2 paddlepaddle speech speech-recognition speech-to-text squeezeformer streaming-asr

Last synced: 14 May 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: 11 Oct 2025

https://github.com/williamSYSU/TextGAN-PyTorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

deep-learning framework gan generative-adversarial-network natural-language-processing nlp pytorch seqgan text-generation

Last synced: 27 Feb 2025

https://github.com/airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser

Last synced: 14 May 2025

https://github.com/yeyupiaoling/PPASR

基于PaddlePaddle实现端到端中文语音识别,从入门到实战,超简单的入门案例,超实用的企业项目。支持当前最流行的DeepSpeech2、Conformer、Squeezeformer模型

asr chinese conformer deep-learning deepspeech2 paddlepaddle speech speech-recognition speech-to-text squeezeformer streaming-asr

Last synced: 07 May 2025

https://github.com/fendouai/facerank

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 04 Apr 2025

https://github.com/fendouai/FaceRank

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 28 Mar 2025

https://github.com/alibaba/bladedisc

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 08 Oct 2025

https://github.com/birdnet-team/BirdNET-Analyzer

BirdNET analyzer for scientific audio data processing.

acoustic-monitoring bioacoustics birds birdsong deep-learning

Last synced: 07 May 2025

https://github.com/brade31919/srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

cnn deep-learning generative-adversarial-network pretrained-models srgan super-resolution tensorflow tf-slim vgg19

Last synced: 12 Apr 2025

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 19 Mar 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