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/zeusees/License-Plate-Detector

基于Yolov5车牌检测,更快更准.

deep-learning ncnn plate-detection retinaface

Last synced: 21 Apr 2025

https://github.com/rqluo/mixtex-latex-ocr

MixTeX multimodal LaTeX, ZhEn, and, Table OCR. It performs efficient CPU-based inference in a local offline on Windows.

computer-vision deep-learning latex machine-learning ocr onnx python

Last synced: 14 May 2025

https://github.com/linxueyuanstdio/latex_ocr_pro

:art: 数学公式识别增强版:中英文手写印刷公式、支持初级符号推导(数据结构基于 LaTeX 抽象语法树)Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

cnn deep-learning latex lstm ocr rnn seq2seq

Last synced: 20 Oct 2025

https://github.com/the-full-stack/fsdl-text-recognizer-project

Lab materials for the Full Stack Deep Learning Course

deep-learning

Last synced: 16 May 2025

https://github.com/xl0/lovely-tensors

Tensors, for human consumption

deep-learning library pytorch statistics visualization

Last synced: 14 May 2025

https://github.com/xvjiarui/gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

computer-vision deep-learning instance-segmentation object-detection

Last synced: 16 May 2025

https://github.com/xvjiarui/GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

computer-vision deep-learning instance-segmentation object-detection

Last synced: 19 Jul 2025

https://github.com/vikparuchuri/zero_to_gpt

Go from no deep learning knowledge to implementing GPT.

deep-learning python pytorch tutorial

Last synced: 16 May 2025

https://github.com/the-ai-summer/self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

artificial-intelligence attention attention-mechanism deep-learning machine-learning machine-learning-algorithms self-attention transformer transformers

Last synced: 12 Apr 2025

https://github.com/The-AI-Summer/self-attention-cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

artificial-intelligence attention attention-mechanism deep-learning machine-learning machine-learning-algorithms self-attention transformer transformers

Last synced: 08 May 2025

https://github.com/imfing/keras-flask-deploy-webapp

:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

deep-learning deployment flask keras pre-trained tensorflow webapp

Last synced: 15 May 2025

https://github.com/yfzhang114/Generalization-Causality

关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记

adaptation causality deep-learning generative-model machine-learning optimization robustness

Last synced: 08 May 2025

https://github.com/Kaixhin/grokking-pytorch

The Hitchiker's Guide to PyTorch

deep-learning

Last synced: 13 Jul 2025

https://github.com/devAmoghS/Machine-Learning-with-Python

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

beginner-friendly data-science deep-learning exercises machine-learning practice-project python python-3 scikit-learn

Last synced: 19 Jul 2025

https://github.com/openpifpaf/openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

composite-fields computer-vision deep-learning human-pose-estimation keypoint-estimation pose-estimation

Last synced: 14 May 2025

https://github.com/philipperemy/yolo-9000

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

darknet deep-learning machine-learning yolo yolo-9000 yolo2 yolo9000

Last synced: 16 May 2025

https://mratsim.github.io/Arraymancer/

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 08 May 2025

https://github.com/yfzhang114/generalization-causality

关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记

adaptation causality deep-learning generative-model machine-learning optimization robustness

Last synced: 26 Jan 2026

https://github.com/VikParuchuri/zero_to_gpt

Go from no deep learning knowledge to implementing GPT.

deep-learning python pytorch tutorial

Last synced: 17 Apr 2025

https://github.com/devamoghs/machine-learning-with-python

Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!

beginner-friendly data-science deep-learning exercises machine-learning practice-project python python-3 scikit-learn

Last synced: 14 May 2025

https://github.com/mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 16 Apr 2025

https://github.com/harvitronix/five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

classification deep-learning keras machine-learning tensorflow

Last synced: 16 May 2025

https://github.com/pyretri/pyretri

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

deep-learning image-retrieval pytorch toolbox

Last synced: 16 May 2025

https://github.com/curiousily/get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain language-models large-language-models llama2 openai prompt-engineering python

Last synced: 08 Apr 2025

https://github.com/PyRetri/PyRetri

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

deep-learning image-retrieval pytorch toolbox

Last synced: 20 Mar 2025

https://github.com/curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

artificial-intelligence chatgpt deep-learning gpt-4 gpt4 langchain language-models large-language-models llama2 openai prompt-engineering python

Last synced: 12 Mar 2025

https://github.com/chainer/chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

actor-critic chainer deep-learning dqn machine-learning python reinforcement-learning

Last synced: 16 May 2025

https://github.com/abhishekkrthakur/tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

deep-learning deep-neural-networks neural-networks pytorch tez

Last synced: 15 May 2025

https://github.com/eduardoleao052/js-pytorch

A JavaScript library like PyTorch, with GPU acceleration.

automatic-differentiation deep-learning javascript-library neural-networks pytorch

Last synced: 14 May 2025

https://github.com/jakesnell/prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning few-shot metric-learning nips-2017 omniglot pytorch

Last synced: 12 Apr 2025

https://github.com/lightaime/deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

3d-point-clouds bioinformatics cheminformatics computer-vision data-mining deep-gcns deep-learning geometric-deep-learning graph-convolutional-networks graph-neural-networks pytorch science-research social-network

Last synced: 16 May 2025

https://github.com/equim-chan/mortal

🚀🀄️ A fast and strong AI for riichi mahjong, powered by Rust and deep reinforcement learning.

ai deep-learning game-ai mahjong mahjong-ai mjai reinforcement-learning riichi

Last synced: 14 May 2025

https://github.com/roatienza/deep-learning-experiments

Videos, notes and experiments to understand deep learning

artificial-intelligence deep-learning deep-learning-tutorial nlp pytorch speech vision

Last synced: 14 May 2025

https://github.com/nachifur/MulimgViewer

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

computer-vision deep-learning image-comparison image-stitching image-viewer multiple-image-comparison multiple-images multiple-imageview opencas parallel picture-viewer python3 ubuntu viewer windows10

Last synced: 18 Jul 2025

https://github.com/neymarl/chinesechess-alphazero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

alphazero chinese-chess deep-learning reinforcement-learning

Last synced: 16 May 2025

https://github.com/uber-research/pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

deep-learning language-modeling machine-learning natural-language-generation natural-language-processing nlp

Last synced: 16 May 2025

https://github.com/The-AI-Summer/Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 05 May 2025

https://github.com/the-ai-summer/deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 16 May 2025

https://github.com/bendangnuksung/image-outpainting

🏖 Keras Implementation of Painting outside the box

computer-vision deep-learning gans image-outpainting keras python tensorflow

Last synced: 16 May 2025

https://github.com/bendangnuksung/Image-OutPainting

🏖 Keras Implementation of Painting outside the box

computer-vision deep-learning gans image-outpainting keras python tensorflow

Last synced: 19 Jul 2025

https://github.com/uber-research/PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

deep-learning language-modeling machine-learning natural-language-generation natural-language-processing nlp

Last synced: 14 May 2025

https://github.com/vmayoral/basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

ai artificial-intelligence deep-learning deeplearning neural-networks openai-gym q-learning reinforcement-learning tutorial

Last synced: 16 May 2025

https://github.com/eldar/pose-tensorflow

Human Pose estimation with TensorFlow framework

deep-learning pose-estimation tensorflow

Last synced: 16 May 2025

https://github.com/amusi/tensorflow-from-zero-to-one

TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)

deep-learning machine-learning machine-learning-tensorflow python tensorflow tensorflow-tutorials

Last synced: 16 May 2025

https://github.com/pkhungurn/talking-head-anime-2-demo

Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.

ai anime computer-graphics computer-vision deep-learning machine-learning python pytorch vtuber

Last synced: 04 Oct 2025

https://github.com/amusi/TensorFlow-From-Zero-To-One

TensorFlow 最佳学习资源大全(含课程、书籍、博客、公开课等内容)

deep-learning machine-learning machine-learning-tensorflow python tensorflow tensorflow-tutorials

Last synced: 20 Mar 2025

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

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

artificial-intelligence attention-mechanism deep-learning

Last synced: 15 May 2025

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

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

artificial-intelligence attention-mechanism contrastive-learning deep-learning image-to-text multimodal transformers

Last synced: 15 May 2025

https://github.com/gpleiss/temperature_scaling

A simple way to calibrate your neural network.

calibration deep-learning

Last synced: 12 Apr 2025

https://github.com/aitorzip/DeepGTAV

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

dataset-generation deep-learning gtav reinforcement-learning self-driving-car

Last synced: 04 May 2025

https://github.com/aitorzip/deepgtav

A plugin for GTAV that transforms it into a vision-based self-driving car research environment.

dataset-generation deep-learning gtav reinforcement-learning self-driving-car

Last synced: 16 May 2025

https://github.com/NeymarL/ChineseChess-AlphaZero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

alphazero chinese-chess deep-learning reinforcement-learning

Last synced: 12 May 2025

https://github.com/chakki-works/seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

conlleval deep-learning machine-learning named-entity-recognition natural-language-processing python sequence-labeling sequence-labeling-evaluation

Last synced: 14 May 2025

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

An implementation of Performer, a linear attention-based transformer, in Pytorch

artificial-intelligence attention attention-mechanism deep-learning transformers

Last synced: 15 May 2025

https://github.com/reshamas/fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

deep-learning image-recognition python python3 pytorch

Last synced: 08 Apr 2025

https://github.com/lhotse-speech/lhotse

Tools for handling multimodal data in machine learning projects.

ai audio data deep-learning kaldi machine-learning python pytorch speech speech-recognition

Last synced: 20 Apr 2026

https://github.com/spring-media/TransformerTTS

🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

axelspringerai deep-learning python tensorflow text-to-speech tts

Last synced: 19 Jul 2025

https://github.com/roatienza/Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

artificial-intelligence deep-learning deep-learning-tutorial nlp pytorch speech vision

Last synced: 27 Mar 2025

https://github.com/Equim-chan/Mortal

🚀🀄️ A fast and strong AI for riichi mahjong, powered by Rust and deep reinforcement learning.

ai deep-learning game-ai mahjong mahjong-ai mjai reinforcement-learning riichi

Last synced: 27 Mar 2025

https://github.com/stardist/stardist

StarDist - Object Detection with Star-convex Shapes

bioimage-analysis cell-segmentation deep-learning nuclei-segmentation object-detection python

Last synced: 21 Oct 2025

https://github.com/shujian2015/freeml

A List of Data Science/Machine Learning Resources (Mostly Free)

data-science deep-learning machine-learning natural-language-processing

Last synced: 25 Mar 2025

https://github.com/dataflowr/notebooks

code for deep learning courses

deep-learning pytorch tutorials

Last synced: 14 May 2025

https://github.com/yuanxiaosc/machine-learning-book

《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!

course deep-learning google machine-learning tensorflow-tutorials

Last synced: 12 Apr 2025

https://github.com/Shujian2015/FreeML

A List of Data Science/Machine Learning Resources (Mostly Free)

data-science deep-learning machine-learning natural-language-processing

Last synced: 05 May 2025

https://github.com/VITA-Group/DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deblurgan deep-learning generative-adversarial-network iccv iccv2019 low-level-vision pytorch ukraine

Last synced: 19 Jul 2025

https://github.com/yuanxiaosc/Machine-Learning-Book

《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!

course deep-learning google machine-learning tensorflow-tutorials

Last synced: 20 Mar 2025

https://github.com/LinXueyuanStdio/LaTeX_OCR_PRO

:art: 数学公式识别增强版:中英文手写印刷公式、支持初级符号推导(数据结构基于 LaTeX 抽象语法树)Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

cnn deep-learning latex lstm ocr rnn seq2seq

Last synced: 14 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