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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/hectorpulido/deeplearning-based-twitch-bot

This is a twitch chatbot based in Llama2 tecnology

ai backend chatbot deep-learning gpt-2 hacktoberfest llama2 twitch

Last synced: 16 Apr 2025

https://github.com/mv-lab/ViT-FGVC8

"Exploring Vision Transformers for Fine-grained Classification" at CVPRW FGVC8

computer-vision cub200-2011 cvpr deep-learning fgvc fine-grained-classification stanford-dogs-dataset transformers vit

Last synced: 04 Apr 2025

https://github.com/cggos/semantic_feature_points

Semantic Feature Points: SuperPoint and GCNv2 feature points test

deep-learning image-features semantic-slam

Last synced: 23 Mar 2025

https://github.com/upc-virvig/sparseposer

Official Code for ACM Transactions on Graphics (TOG) paper "SparsePoser: Real-time Full-body Motion Reconstruction from Sparse Data"

avatar deep-learning full-body-tracking human-pose-estimation motion-capture unity unity3d virtual-reality

Last synced: 29 Aug 2025

https://github.com/masilab/synbold-disco

Synthetic BOLD images for distortion correction of fMRI without additional calibration scans

bold deep-learning distortion-correction fmri

Last synced: 16 Jan 2026

https://imatge-upc.github.io/unsupervised-2017-cvprw/

Disentangling Motion, Foreground and Background Features in Videos

deep-learning unsupervised-machine-learning video-processing

Last synced: 10 May 2025

https://github.com/yaricom/timeserieslearning

The project aimed to implement Deep NN / RNN based solution in order to develop flexible methods that are able to adaptively fillin, backfill, and predict time-series using a large number of heterogeneous training datasets.

adagrad adam-optimizer adamax deep-learning deep-neural-networks leaky-relu pca-analysis random-forest-regressor recurrent-neural-networks rmsprop rnn time-series

Last synced: 05 Apr 2025

https://github.com/yuanluo/text_gcn_tutorial

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

deep-learning graph-convolutional-networks nlp text-classification

Last synced: 21 Mar 2025

https://github.com/eigenfoo/random

This is all my random garbage.

bayes deep-learning python quantitative-finance random

Last synced: 22 Mar 2025

https://github.com/abhimishra91/pytorch-tutorials

Set of notebooks to practice Pytorch from basics to RNN

cnn deep-learning neural-network pytorch pytorch-tutorial rnn

Last synced: 27 Jul 2025

https://github.com/karolzak/cntk-python-web-service-on-azure

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

ai api-rest azure-web azure-web-app-service azure-webapp cntk cntk-model cognitive-toolkit deep-learning fasterrcnn flask image-classification kudu machine-learning ml object-detection python restful-api web-service

Last synced: 01 May 2025

https://github.com/adrianbzg/polyglotter

Code for "Translating synthetic natural language to database queries: a polyglot deep learning framework" (Nature Scientific Reports)

databases deep-learning natural-language-processing transformer

Last synced: 06 Apr 2025

https://github.com/joerihermans/master-thesis

My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.

apache-spark deep-learning distributed-computing machine-learning master-thesis optimization-algorithms

Last synced: 21 Sep 2025

https://github.com/ailia-ai/ailia-sdk

cross-platform high speed inference SDK

deep-learning machine-learning neural-network sdk

Last synced: 20 Apr 2026

https://github.com/galmetzer/dipole-normal-prop

Learning Normal Orientation For Point Clouds [SIGGRAPH 2021]

deep-learning point-cloud pytorch

Last synced: 12 Apr 2025

https://github.com/olafenwamoses/deepstack_actionnet

A custom DeepStack model for detecting 16 human actions.

deep-learning detection machine-learning object-detection

Last synced: 11 Apr 2025

https://github.com/philipperemy/facebook-profile-pictures-downloader

:satisfied: Download public profile pictures from Facebook.

dataset-generation deep-learning facebook scraper

Last synced: 01 May 2025

https://github.com/ledell/sldm4-h2o

Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

autoencoder deep-learning h2o machine-learning r statistical-learning tutorial

Last synced: 29 Oct 2025

https://github.com/lamm-mit/fieldpredictorgan

Deep learning model to predict complex stress and strain fields in hierarchical composites

composite deep-learning design fracture materials-by-designs mechanical multiscale multiscale-simulation nanocomposite

Last synced: 30 Apr 2025

https://github.com/rui-qian/BADet

Rui Qian, Xin Lai, Xirong Li: BADet: Boundary-Aware 3D Object Detection from Point Clouds (Pattern Recognition 2022: IF=8.518)

autonomous-driving deep-learning object-detection point-cloud

Last synced: 20 Mar 2025

https://github.com/cdancette/detect-shortcuts

Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

biases deep-learning visual-question-answering

Last synced: 12 Apr 2025

https://github.com/gmontamat/poor-mans-transformers

Implement Transformers (and Deep Learning) from scratch in NumPy

deep-learning from-scratch machine-learning ml-framework neural-network nlp transformers

Last synced: 27 Mar 2025

https://github.com/annamalai-nr/subgraph2vec_tf

This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper

deep-learning deep-neural-networks graph-kernels kdd kernel-methods skipgram tensorflow

Last synced: 27 Mar 2025

https://github.com/sovit-123/image-deblurring-using-deep-learning

PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.

computer-vision computer-vision-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deeplearning-image-deblur image-deblur image-deblurring machine-learning neural-networks pytorch

Last synced: 11 Apr 2025

https://github.com/computationalcore/fall-detection

Computer vision application that detects individual falls

deep-learning deeplearning detector inference machine-learning openvino python3

Last synced: 24 Apr 2025

https://github.com/abbasjoyia99/deeperasekit

DeepEraseKit is a universal Swift package for iOS and macOS that removes backgrounds in real time while capturing video. Powered by Apple's Vision framework, it supports multiple background options: none, blur, color, and image, making it ideal for virtual backgrounds and augmented reality applications.

apple background-subtraction backgroundremover customization deep-learning learning macos swift swift-package-manager swiftui video-game videobackground videoprocessing vision-language-model

Last synced: 08 Oct 2025

https://github.com/4ai/agn

Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)

bert deep-learning nlp text-classification

Last synced: 23 Apr 2025

https://github.com/ihabbendidi/android-licence-plate-detection-recognition

Offline Android application for detecting license plates in cars and recognizing their content in real time with Tensorflow model

android cmake deep-learning java machine-learning neural-networks object-detection ocr ocr-recognition python tensorflow

Last synced: 13 Oct 2025

https://github.com/snap-stanford/le_pde

LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy

accelerate deep-learning inverse-optimization latent-space pde surrogate-models

Last synced: 01 Aug 2025

https://github.com/sensorsini/ddd20-utils

DDD20 End-to-End Event Camera Driving Dataset

davis deep-learning event-camera neuromorphic-engineering python27

Last synced: 09 Apr 2025

https://github.com/ducha-aiki/hesaff-pytorch

PyTorch implementation of Hessian-Affine local feature detector

cnn convolutional-neural-networks deep-learning detector hessian hessian-affine local-features pytorch

Last synced: 16 Mar 2026

https://github.com/margaritageleta/pixinwav

Hide image in audio. Image in audio steganography with deep learning. Deep learning-based psychoacoustic steganography within earshot.

deep-learning digital-image-processing digital-signal-processing pytorch steganography

Last synced: 16 Jan 2026

https://github.com/unnir/cancelout

CancelOut is a special layer for deep neural networks that can help identify a subset of relevant input features for streaming or static data.

deep-learning feature-importance feature-selection

Last synced: 21 Sep 2025

https://github.com/lasigeBioTM/BiONT

BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction

biomedical-text-mining deep-learning ontologies relation-extraction text-mining

Last synced: 02 May 2025

https://github.com/zhutmost/neuralzip

A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralzip

deep-learning neural-network-quantization pytorch

Last synced: 30 Jul 2025

https://github.com/ndrplz/transforming-autoencoders

Transforming Autoencoder (Hinton et al.) implementation in TensorFlow. A way to get hands dirty with Hinton's capsules.

autoencoders capsule-network deep-learning tensorflow transforming-autoencoders

Last synced: 04 Oct 2025

https://github.com/cloudslab/healthfog

[FGCS'20] An ensemble deep learning based smart healthcare system for automatic diagnosis of heart diseases in integrated IoT and Fog computing environments

deep-learning fog-computing fogbus healthcare

Last synced: 16 Jan 2026

https://github.com/mlverse/torchaudio

R interface to torchaudio

deep-learning r torch

Last synced: 14 Jul 2025

https://github.com/lukashedegaard/continual-skeletons

Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"

continual-inference convolutional-neural-networks deep-learning graph-neural-networks machine-learning online-inference skeleton-based-action-recognition

Last synced: 14 Jul 2025

https://github.com/justin900429/facial-graph-representation-learning

PyTorch version for the "Micro-expression Recognition Based on Facial Graph Representation Learning and Facial Action Unit Fusion"

deep-learning graphconvoltution microexpressions paper-implementations pytorch

Last synced: 15 Jul 2025

https://github.com/bayer-science-for-a-better-life/neuraldecipher

Implementation of the paper "Neuraldecipher - Reverse-engineering extended-connectivity fingerprints (ECFPs) to their molecular structures" by Tuan Le, Robin Winter, Frank Noé and Djork-Arné Clevert

computational-chemistry deep-learning extended-connectivity-fingerprints representation-learning smiles

Last synced: 07 Apr 2026

https://github.com/verifid/mocr

Meaningful Optical Character Recognition from identity cards with Deep Learning.

cards computer-vision deep-learning face-detection identity opencv optical-character-recognition tessaract

Last synced: 13 Jul 2025

https://github.com/pit-ray/vim-autograd

Automatic differentiation library written in pure Vim script.

autograd deep-learning neural-network vim vim-autograd vim8 vim9 vim9script vimscript

Last synced: 10 Oct 2025

https://github.com/vzhong/torchlib

Data structures, algorithms, and ML/NLP tools in Lua.

deep-learning torch

Last synced: 26 Apr 2026

https://github.com/allenai/prior

🐍 A Python Package for Seamless Data Distribution in AI Workflows

ai2thor artificial-intelligence datasets deep-learning

Last synced: 13 Oct 2025

https://github.com/o1lo01ol1o/diffhask

DSL for forward and reverse mode automatic differentiation in Haskell. Port of DiffSharp.

automatic-differentiation backpropagation deep-learning diffsharp haskell

Last synced: 02 Apr 2025

https://github.com/yassersouri/task-driven-object-detection

Author's implementation of "What Object Should I Use? - Task Driven Object Detection" (CVPR 2019)

computer-vision cvpr cvpr2019 deep-learning

Last synced: 02 Feb 2026

https://github.com/naturalis/sdmdl

Species Distribution Modelling using Deep Learning

biodiversity-patterns deep-learning dl-sdm ecological-niche-modelling

Last synced: 04 Apr 2026

https://github.com/luoyuanlab/text_gcn_tutorial

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

deep-learning graph-convolutional-networks nlp text-classification

Last synced: 02 Apr 2025

https://github.com/djangopeng/aml-101

微软机器学习（Azure Machine Learning）快速入门与实战

aml azureml deep-learning machine-learning

Last synced: 12 Apr 2025

https://github.com/pfnet-research/menoh-ruby

Ruby binding for Menoh DNN inference library

deep-learning mkl-dnn neural-network ruby-extension

Last synced: 13 Apr 2025

https://github.com/yochengliu/scasnet

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

computer-vision context-aware deep-learning multi-context multi-scale remote-sensing semantic-labelling semantic-segmentation

Last synced: 20 Feb 2026

https://github.com/opendronemap/skyremoval

Create sky masks to improve photogrammetric reconstruction

deep-learning image-processing onnx photogrammetry

Last synced: 04 Sep 2025

https://github.com/bhavitvyamalik/dialogtag

A python library to classify dialogue tag.

bert deep-learning distilbert swda tensorflow2 transformer

Last synced: 28 Jun 2025

https://github.com/ai4ce/self-supervised-spare3d

[CVPR 2022] Self-supervised Spatial Reasoning on Multi-View Line Drawings

contrastive-learning deep-learning line-drawing line-drawings reasoning spatial-reasoning

Last synced: 11 Apr 2025

https://github.com/qiauil/convdo

Convolutional Differential Operators for Physics-based Deep Learning Study

convolution deep-learning differentiable-programming differential-equations physics simulation

Last synced: 22 Jul 2025

https://github.com/lukashedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 02 Aug 2025

https://github.com/pooya-mohammadi/fer

We present our facial expression recognition models for fer-2013 dataset

classification cnn deep-learning fer fer2013 pytorch

Last synced: 07 Mar 2026

https://github.com/jhcho99/gsrtr

[BMVC'21] Official PyTorch Implementation of "Grounded Situation Recognition with Transformers"

bmvc2021 deep-learning grounded-situation-recognition pytorch scene-understanding transformers

Last synced: 22 Mar 2025

https://github.com/LukasHedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 08 May 2025

https://github.com/clulab/gentlenlp

Software introduced in the Deep Learning for NLP: A Gentle Introduction book

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

Last synced: 29 Jan 2026

https://github.com/jason718/semi-sup

Code for paper "Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning", Ren et al., NeurIPS'20

deep-learning image-classification semi-supervised-learning

Last synced: 17 Mar 2026

https://github.com/matlab-deep-learning/mtcnn-face-detection

Face detection and alignment using deep learning

computer-vision deep-learning face-detection matlab mtcnn

Last synced: 07 May 2025

https://github.com/wenkesj/mario

Super Mario Reinforcement Learning from Demonstration

deep-learning openai-gym reinforcement-learning tensorflow tensorforce

Last synced: 23 Apr 2025

https://github.com/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集（TibetanMNIST）的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 26 Jun 2025

https://github.com/AshishKumar4/FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

ai-research attention ddim ddpm deep-learning diffusion diffusion-models distributed-training edm flax generative-ai image-generation image2image jax karras machine-learning score-based-generative-modeling stable-diffusion tensorflow unet

Last synced: 06 Sep 2025

https://github.com/fitushar/weaklysupervised-3d-classification-of-chest-ct-using-aggregated-multiresolution-segmentation-feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

3d 3d-cnn ct-imaging deep-learning densevnet3d feature-aggregation lung-disease multi-label-classification multi-label-loss multi-resolution segmentation-features segmentation-models spie-cad spie-cad-2020 tensorflow2 tfrecords weakly-supervised-classification weakly-supervised-learning weight-binary-crossentrophy weighted-loss

Last synced: 22 Apr 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 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 457 learn-ai-engineering 114 Awesome-Geospatial 1,525 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-Deblurring 444 awesome-anomaly-detection 138 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 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 9,014 Uncategorized 8,838 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,859 Conference Papers 1,709 Table of Contents 1,642 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,067 Research Papers 999 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 831