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Awesome

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/e3nn/e3nn-jax

jax library for E3 Equivariant Neural Networks

deep-learning jax lie-groups

Last synced: 08 Jul 2025

https://github.com/wimlds-trojmiasto/detect-waste

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

cnn deep-learning detr efficientdet fastrcnn litter maskrcnn neural-networks object-detection python pytorch trash waste-detection

Last synced: 07 May 2025

https://github.com/dengbocong/text-similarity

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

bert deep-learning mechine-learing model nlp pytorch similarity text-classification transformer

Last synced: 09 Mar 2026

https://github.com/david-knigge/ccnn

Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs/2301.10540.

convolutional-neural-networks deep-learning pytorch

Last synced: 20 Mar 2025

https://github.com/swift-ai/neuralnet-handwriting-ios

A handwriting recognition example for iOS using NeuralNet

deep-learning machine-learning neural-network ocr swift

Last synced: 27 Mar 2026

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

An implementation of masked language modeling for Pytorch, made as concise and simple as possible

artificial-intelligence deep-learning pre-training transformers unsupervised-learning

Last synced: 20 Jul 2025

https://github.com/CommissarMa/Crowd_counting_from_scratch

This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.

computer-vision crowd-counting deep-learning

Last synced: 16 Apr 2025

https://github.com/mempirate/simple-neural-network

Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.

deep-learning deep-neural-networks deeplearning neural-network neurons

Last synced: 07 Oct 2025

https://github.com/SherryJYC/paper-MTMC

A repo of awesome papers about multi target multi camera tracking

deep-learning multicamera tracking

Last synced: 20 Mar 2025

https://github.com/aramis-lab/clinicadl

Framework for the reproducible processing of neuroimaging data with deep learning methods

alzheimer-disease brain-imaging convolutional-neural-network deep-learning medical-imaging neuroimaging python pytorch

Last synced: 13 Feb 2026

https://github.com/nv-nguyen/template-pose

[CVPR 2022] Pytorch implementation of "Templates for 3D Object Pose Estimation Revisited: Generalization to New objects and Robustness to Occlusions" paper

6d-pose-estimation 6dof deep-learning object-pose-estimation pose-estimation

Last synced: 23 Jun 2026

https://github.com/Azure/DataScienceVM

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 20 Jul 2025

https://github.com/pqhieu/jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

cvpr deep-learning instance-segmentation point-cloud pytorch

Last synced: 30 Aug 2025

https://github.com/idealo/cnn-exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

computer-vision deep-learning explainable-ai interpretable-machine-learning machine-learning neural-network

Last synced: 01 May 2025

https://github.com/xiaoyu258/GeoProj

Blind Geometric Distortion Correction on Images Through Deep Learning

deep-learning distortion-correction pytorch

Last synced: 14 Mar 2025

https://github.com/jack-willturner/deep-compression

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

deep-learning pruning pytorch sparsity

Last synced: 03 Apr 2025

https://github.com/azure/datasciencevm

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

ai azure big-data data-analysis data-science deep-learning dsvm machine-learning ml python r sqlserver

Last synced: 07 Apr 2025

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 24 Mar 2025

https://github.com/cure-lab/deciwatch

[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"

2d-human-pose 3d-body-recovery 3d-pose-estimation body-reconstruction deep-learning eccv eccv2022 efficiency efficient-inference efficient-neural-networks human-pose-estimation pose-estimation pytorch

Last synced: 22 Aug 2025

https://github.com/lxuechen/private-transformers

A codebase that makes differentially private training of transformers easy.

deep-learning differential-privacy huggingface-transformers nlp pytorch transformers

Last synced: 03 Feb 2026

https://github.com/orendv/learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow

Last synced: 20 Mar 2025

https://github.com/lc-soft/lc-finder

An image annotation and object detection tool written in C

cross-platform deep-learning detection image-annotation recognition tools uwp

Last synced: 06 May 2025

https://github.com/castorini/castor

PyTorch deep learning models for text processing

deep-learning

Last synced: 17 Mar 2025

https://github.com/bat67/deep-learning-with-pytorch-a-60-minute-blitz-cn

PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）

deep-learning learning-pytorch numpy python pytorch pytorch-tutorial pytorch-tutorials translation

Last synced: 09 Jul 2025

https://github.com/quantumbfs/ssss

"Deep Learning and Quantum Programming" Spring School @ Song Shan Lake

deep-learning julia-language quantum-computing yao

Last synced: 21 Aug 2025

https://github.com/codeslake/Color_Transfer_Histogram_Analogy

[CGI 2020] Official PyTorch Implementation for "Deep Color Transfer using Histogram Analogy"

color-transfer deep-learning histogram-analogy pytorch

Last synced: 08 May 2025

https://github.com/jrzaurin/recotour

A tour through recommendation algorithms in python [IN PROGRESS]

collaborative-filtering deep-learning lightgbm matrix-factorization python3 recommendation-algorithms

Last synced: 22 Aug 2025

https://github.com/lc-soft/LC-Finder

An image annotation and object detection tool written in C

cross-platform deep-learning detection image-annotation recognition tools uwp

Last synced: 01 Apr 2025

https://github.com/daspartho/prompt-extend

extending stable diffusion prompts with suitable style cues using text generation

deep-learning gpt-2 huggingface-spaces huggingface-transformers machine-learning nlp prompt stable-diffusion text-generation

Last synced: 19 Jun 2025

https://github.com/iterative/dvclive

📈 Log and track ML metrics, parameters, models with Git and/or DVC

deep-learning developer-tools dvc hacktoberfest logger machine-learning visualization

Last synced: 18 Jun 2025

https://github.com/tk-learning-center/machine-learning-degree

✨ ML/AI, Medicine, Genomics, Science Research

data-science deep-learning machine-learning python science

Last synced: 01 May 2025

https://github.com/tensorlayer/dagan

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

computer-vision deep-learning generative-adversarial-network mri-reconstruction

Last synced: 24 Apr 2025

https://github.com/squareRoot3/Rethinking-Anomaly-Detection

"Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022

anomaly-detection deep-learning graph-neural-networks

Last synced: 26 Mar 2025

https://github.com/tensorlayer/DAGAN

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

computer-vision deep-learning generative-adversarial-network mri-reconstruction

Last synced: 27 Mar 2025

https://github.com/VSainteuf/pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

agriculture computer-vision cvpr cvpr2020 deep-learning earth-observation machine-learning pytorch remote-sensing satellite-image self-attention spatio-temporal time-series-classification transformer-architecture

Last synced: 08 May 2025

https://github.com/hepesu/LineDistiller

A data-driven line extractor for 2D anime, manga and illustration using Keras.

2d-animation anime deep-learning illustration keras manga

Last synced: 19 Jul 2025

https://github.com/sangyx/d2l-torch

《动手学深度学习》 PyTorch 版本

chinese deep-learning jupyter-notebook python pytorch

Last synced: 09 Apr 2025

https://github.com/hao-lh/the-books-making-you-better

A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.

bayesian-inference computer-architecture computer-vision deep-learning high-performance-computing linear-algebra machine-learning probabilistic-graphical-models reinforcement-learning statistical-learning

Last synced: 15 Apr 2025

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

Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind

artificial-intelligence attention-mechanisms cross-attention deep-learning transformers

Last synced: 04 Oct 2025

https://github.com/ericguo5513/action-to-motion

Official implementations for "Action2Motion: Conditioned Generation of 3D Human Motions (ACM MultiMedia 2020)"

deep-learning human-motion-analysis motion-generation motion-synthesis

Last synced: 05 Apr 2025

https://github.com/saiteja-talluri/speech2face

Implementation of the CVPR 2019 Paper - Speech2Face: Learning the Face Behind a Voice by MIT CSAIL

cvpr2019 deep-learning face speech-recognition

Last synced: 12 May 2025

https://github.com/clovaai/rebias

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

bias-generalisation bias-generalization deep-learning icml icml-2020 icml2020 machine-learning pytorch rebias

Last synced: 03 Apr 2025

https://github.com/adobe-research/sam_inversion

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

computer-graphics computer-vision deep-learning gan generative-adversarial-network image-manipulation machine-learning pytorch

Last synced: 14 Aug 2025

https://github.com/matajoh/fourier_feature_nets

Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

computer-graphics computer-vision deep-learning pytorch

Last synced: 28 Oct 2025

https://github.com/overlineink/typescript-book

:books: O guia definitivo para o TypeScript e possivelmente o melhor livro de TypeScript :book:. Grátis e Código Aberto🌹

deep-learning learn-to-code typescript

Last synced: 28 Apr 2025

https://github.com/deeppavlov/question_generation

It is a question-generator model. It takes text and an answer as input and outputs a question.

corenlp deep-learning docker natural-language-processing opennmt seq2seq

Last synced: 22 Apr 2025

https://github.com/deepjavalibrary/djl-serving

A universal scalable machine learning model deployment solution

deep-learning deployment djl inference pytorch serving

Last synced: 05 Apr 2025

https://github.com/Pilhyeon/BaSNet-pytorch

Official Pytorch Implementation of 'Background Suppression Network for Weakly-supervised Temporal Action Localization' (AAAI-20 Spotlight)

background-modeling deep-learning pytorch temporal-action-localization weakly-supervised-learning

Last synced: 06 May 2025

https://github.com/Js-Mim/mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

deep-learning mss-pytorch music-source-separation pytorch recurrent-neural-networks skip-filtering-connections

Last synced: 07 May 2025

https://github.com/ghwatson/faststyle

Tensorflow implementation of fast neural style transfer.

deep-learning neural-network neural-style style-transfer tensorflow

Last synced: 07 May 2025

https://github.com/sidgan/etci-2021-competition-on-flood-detection

Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

arxiv-papers deep-learning floods noisy-student pseudo-labeling python pytorch segmentation semi-supervised-learning

Last synced: 21 Aug 2025

https://github.com/Jittor/JGAN

JGAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.

deep-learning gan gans generative-adversarial-network jittor

Last synced: 08 Mar 2026

https://github.com/lukas-blecher/AutoMask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 09 May 2025

https://github.com/jiamings/fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

accuracy deep-learning fast-weights tensorflow tensorflow-models

Last synced: 10 Apr 2025

https://github.com/kitware/danesfield

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

3d-reconstruction deep-learning geospatial-analytics image-segmentation satellite-imagery

Last synced: 11 Sep 2025

https://github.com/invergent-ai/surogate

Training/Fine-tuning at the speed of light

cuda deep-learning fine-tuning generative-ai llama llm llms nvidia-gpu qwen sft

Last synced: 10 May 2026

https://github.com/vc1492a/hey-waldo

Labeled images of the Where's Waldo puzzle for use in classification and image recognition problems.

convolutional-neural-networks deep-learning image-recognition

Last synced: 05 May 2025

https://github.com/mithril-security/bastionlab

A simple framework for privacy-friendly data science collaboration

deep-learning eda multi-party privacy pytorch secure-enclave

Last synced: 11 Sep 2025

https://github.com/lukas-blecher/automask

Automatic Rotoscoping/Masking tool powered with Machine Learning for Blender (WIP)

blender blender-addon blender-python deep-learning machine-learning mask-segment masking motion-tracking pytorch rotoscoping

Last synced: 04 Jul 2025

https://github.com/aisingapore/peekingduck

A modular framework built to simplify Computer Vision inference workloads.

computer-vision deep-learning nodes object-detection object-tracking pipeline pose-estimation python

Last synced: 13 Sep 2025

https://github.com/bioinform/neusomatic

NeuSomatic: Deep convolutional neural networks for accurate somatic mutation detection

convolutional-neural-networks deep-learning genomics somatic-variants

Last synced: 31 Jan 2026

https://github.com/jittor/jgan

JGAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.

deep-learning gan gans generative-adversarial-network jittor

Last synced: 10 Oct 2025

https://github.com/praful932/kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

ajax book-recomendation book-recommender css deep-learning django embeddings funksvd goodbooks-10k goodreads heroku html javascript machine-learning python recommendation-engine recommendation-system surprise svd web-application

Last synced: 06 Apr 2025

https://hachmannlab.github.io/chemml/

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

data-science deep-learning drug-discovery machine-learning materials-informatics quantum-mechanics

Last synced: 20 Nov 2025

https://github.com/Praful932/Kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

ajax book-recomendation book-recommender css deep-learning django embeddings funksvd goodbooks-10k goodreads heroku html javascript machine-learning python recommendation-engine recommendation-system surprise svd web-application

Last synced: 10 Apr 2025

https://github.com/relph1119/deeplearning-with-tensorflow-notes

龙曲良《TensorFlow深度学习》学习笔记及代码，采用TensorFlow2.0.0版本

deep-learning tensorflow

Last synced: 20 Aug 2025

https://github.com/IlyaGusev/summarus

Models for automatic abstractive summarization

deep-learning machine-learning nlp pytorch summarization

Last synced: 03 Apr 2025

https://github.com/abhishekkrthakur/clickbaits_revisited

Deep learning models to identify clickbaits taking content into consideration

clickbait deep-learning machine-learning

Last synced: 14 Apr 2025

https://github.com/hachmannlab/chemml

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

data-science deep-learning drug-discovery machine-learning materials-informatics quantum-mechanics

Last synced: 21 Oct 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-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 8,839 Uncategorized 8,693 fl in top-tier journal 3,220 Books 2,487 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Repos 1,845 NLP 1,807 Conference Papers 1,655 Table of Contents 1,634 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,065 Deep Learning 1,038 Research Papers 948 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 856 Researchers 826