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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/tegusi/RGCNN

Regularized Graph CNN for Point Cloud Segmentation

deep-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/kumarshreshtha/image-registration-cnn

A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Registration with 3D Convolutional Neural Networks", 2018.

cnn convolutional-neural-networks deep-learning image-registration medical-imaging pytorch

Last synced: 09 May 2025

https://github.com/eora-ai/torchok

Production-oriented Computer Vision models training pipeline for common tasks: classification, segmentation, detection and representation🥤

computer-vision deep-learning image-classification image-retrieval image-segmentation representation-learning

Last synced: 08 May 2025

https://github.com/dl-cv/openivs

OpenIVS是一个开源的工业视觉系统，它提供了一套工业视觉软件框架，帮助你快速完成工业视觉检测项目。

csharp deep-learning image-processing industrial-automation modbus opencv wpf

Last synced: 11 Jul 2025

https://github.com/kdmayer/3D-PV-Locator

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels

Last synced: 07 May 2025

https://github.com/mryab/learning-at-home

"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

deep-learning distributed-systems mixture-of-experts pytorch

Last synced: 12 Sep 2025

https://github.com/nashory/gans-collection.torch

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

adversarial ali context-encoder dcgan deep-learning gans generative-adversarial-network torch

Last synced: 05 Jul 2025

https://github.com/qdata/deep2read

https://qdata.github.io/deep2Read/ This website includes a (growing) list of papers and lectures we read on deep learning and related.

deep-learning gitpage jekyll minimal-mistake minimal-mistakes-theme papers tutorials

Last synced: 23 Apr 2025

https://github.com/paperspace/fastai-docker

Fast.AI course complete docker container for Paperspace and Gradient

deep-learning fastai gradient machine-learning paperspace pytorch

Last synced: 15 Aug 2025

https://github.com/ZijianWang-ZW/PPE_detection

Real-time PPE detection based on YOLO. Open high-quality dataset.

construction-safety construction-site deep-learning ppe-detection yolo

Last synced: 21 Apr 2025

https://github.com/networks-learning/nevae

Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019

deep-learning drug-design drug-discovery graphs machine-learning

Last synced: 23 Apr 2025

https://github.com/hemansnation/ai-ml-14-hours-free-course

7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long community with a similar mindset. 3. strong grip on fundamentals that the advanced concepts will be easy to understand.

computer-vision datastructures-algorithms deep-learning generative-ai machine-learning mlops nlp numpy pandas python system-design

Last synced: 03 Sep 2025

https://github.com/uranusx86/binarynet-on-tensorflow

binary weight neural network implementation on tensorflow

deep-learning neural-network python tensorflow tensorflow-experiments

Last synced: 02 May 2025

https://github.com/Dan-Boat/PyESD

Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of the package is to downscale any climate variables e.g. precipitation and temperature using predictors from reanalysis datasets (eg. ERA5) to point scale. pyESD adopts many ML and AL as the transfer function.

deep-learning downscaling ensemble-machine-learning machine-learning precipitation sckit-learn tensorflow2

Last synced: 20 Jul 2025

https://github.com/Ryanglambert/3d_model_retriever

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

cad-models capsnets deep-learning information-retrieval neural-network python

Last synced: 20 Mar 2025

https://github.com/tnwei/waternet

Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019

deep-learning pytorch underwater-image-enhancement underwater-image-restoration

Last synced: 22 Jul 2025

https://github.com/ai4ce/spare3d

[CVPR2020] A Dataset for SPAtial REasoning on Three-View Line Drawings

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

Last synced: 11 Apr 2025

https://github.com/xushenlz/parksim

Vehicle simualtion and behavior prediction in parking lots.

deep-learning motion-prediction pytorch simulation

Last synced: 20 Mar 2025

https://github.com/ArashJavan/DeepLIO

Deep Lidar Inertial Odometry

deep-learning imu imu-sensor lidar-point-cloud odometry

Last synced: 20 Mar 2025

https://github.com/erfaniaa/persian-ocr

Optical character recognition of Farsi and Arabic letters (تشخیص حروف فارسی و عربی)

computer-vision convolutional-neural-networks deep-learning delphi farsi image-processing neural-networks ocr optical-character-recognition persian persian-ocr

Last synced: 05 Jan 2026

https://github.com/wkentaro/reorientbot

ReorientBot: Learning Object Reorientation for Specific-Posed Placement, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning robotics ros

Last synced: 15 Apr 2025

https://github.com/rsanchezgarc/deepemhancer

Deep learning for cryo-EM maps post-processing

cryo-em deep-learning

Last synced: 09 Aug 2025

https://github.com/rohit901/cooperative-foundational-models

[WACV 2025] Official code for our paper "Enhancing Novel Object Detection via Cooperative Foundational Models"

computer-vision deep-learning novel-objects object-detection open-set-object-detection open-vocabulary-detection pytorch zero-shot-object-detection

Last synced: 24 Jul 2025

https://github.com/stomioka/sdtm_mapper

AI SDTM mapping (R for ML, Python, TensorFlow for DL)

cdisc deep-learning machine-learning nlp-machine-learning sdtm

Last synced: 08 Apr 2026

https://github.com/Orion-AI-Lab/mesogeos

A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger forecasting, burned area prediction, etc

datacube deep-learning forests mediterranean wildfire-forecasting zarr

Last synced: 20 Jul 2025

https://github.com/icon-lab/selfrdb

Official PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis

deep-learning diffusion-bridge diffusion-models image-synthesis image-to-image-translation medical-imaging neural-networks python pytorch schrodinger-bridge

Last synced: 24 Jul 2025

https://github.com/archsyscall/DistRL-TensorFlow2

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

c51 deep-learning distributional-rl dqn machine-learning qr-dqn rainbow-dqn tensorflow tensorflow2

Last synced: 23 Jul 2025

https://github.com/ybabakhin/zindi_wheat_growth

1st place solution for CGIAR Wheat Growth Stage Challenge

computer-vision deep-learning image-classification pytorch pytorch-lightning resnet

Last synced: 02 Sep 2025

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

An implementation of (Induced) Set Attention Block, from the Set Transformers paper

artificial-intelligence attention attention-mechanism deep-learning

Last synced: 16 Apr 2025

https://github.com/alseambusher/paideia

Know more about your surroundings using Deep Learning

android deep-learning tensorflow wolfram-alpha

Last synced: 13 Apr 2025

https://github.com/wkentaro/safepicking

SafePicking: Learning Safe Object Extraction via Object-Level Mapping, ICRA 2022

artificial-intelligence computer-vision deep-learning machine-learning reinforcement-learning robotics ros

Last synced: 15 Apr 2025

https://github.com/invenia/keras.jl

A julia wrapper for https://keras.io

deep-learning julia keras machine-learning neural-networks tensorflow

Last synced: 12 Jul 2025

https://github.com/vexilligera/strokenet

a neural network that draws digits using strokes

deep-learning nodejs pytorch reinforcement-learning

Last synced: 01 May 2025

https://github.com/shlizee/NeuroAI

NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.

ai cvpr data-science deep-learning eccv icml neural-networks neurips neuroscience-methods recurrent-neural-networks sfn

Last synced: 01 May 2025

https://github.com/tatevkaren/recurrent-neural-network-pricing-model

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

bitcoin bitcoin-price case-study-paper deep-learning google google-stock-prices keras lstm machine-learning pandas price-prediction recurrent-neural-networks rnn-model scikit-learn stock-price-prediction stock-prices tensorflow

Last synced: 10 Apr 2025

https://github.com/phuijse/blnnbook

Bayesian Learning and Neural Networks (jupyter book sources)

approximate-bayesian-inference bayesian-models deep-learning neural-networks numpyro pytorch

Last synced: 10 Sep 2025

https://github.com/hpc203/FaceMaskDetection-dnn

用opencv的dnn模块实现人脸口罩检测，包含C++和Python两种版本的实现

deep-learning dnn facemask-detection opencv

Last synced: 20 Mar 2025

https://github.com/lucidrains/multistream-transformers

Implementation of Multistream Transformers in Pytorch

artificial-intelligence deep-learning transformers

Last synced: 18 Oct 2025

https://github.com/kaleidophon/nlp-uncertainty-zoo

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

deep-learning lstm nlp nlp-machine-learning package python pytorch rnn transformers uncertainty-estimation uncertainty-neural-networks uncertainty-quantification

Last synced: 28 Jul 2025

https://github.com/pixano/pixano

Data-centric AI building blocks for computer vision applications

computer-vision data-annotation data-visualization deep-learning machine-learning python

Last synced: 27 Aug 2025

https://github.com/uakarsh/latr

Implementation of LaTr: Layout-aware transformer for scene-text VQA,a novel multimodal architecture for Scene Text Visual Question Answering (STVQA)

deep-learning pytorch

Last synced: 29 Jul 2025

https://github.com/sap-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Last synced: 01 Mar 2026

https://github.com/qizhipei/ssm-dta

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)

attention-mechanism deep-learning drug-target-affinity drug-target-interaction drugdiscovery fairseq multitask-learning protein pytorch semi-supervised-learning

Last synced: 28 Feb 2026

https://github.com/dirtyharrylyl/symnet

As a part of the HAKE project (HAKE-Object), code for SymNet (CVPR'20 and TPAMI'21).

attribute-object compositional-zero-shot-learning deep-learning object-recognition

Last synced: 12 May 2025

https://github.com/utiasstars/cat-net

Canonical Appearance Transformations

cat-net computer-vision deep-learning robotics

Last synced: 28 Jun 2025

https://github.com/serre-lab/harmonization

👋 Aligning Human & Machine Vision using explainability

deep-learning explainability explainable-ai interpretability machine-learning neuroscience

Last synced: 08 Aug 2025

https://github.com/montefiore-institute/hypothesis

A Python toolkit for (simulation-based) inference and the mechanization of science.

deep-learning inference likelihood-free simulation-based-inference

Last synced: 18 Sep 2025

https://github.com/nusnlp/esc

The official code of the "Frustratingly Easy System Combination for Grammatical Error Correction" paper

deep-learning grammatical-error-correction natural-language-processing pytorch

Last synced: 24 Jul 2025

https://github.com/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 26 Apr 2025

https://github.com/pris-cv/on-the-fly-category-discovery

Code release for Your “On-the-fly Category Discovery (CVPR 2023)”

deep-learning novel-categories novel-category-discovery novel-class novel-class-discovery open-world

Last synced: 24 Apr 2025

https://github.com/matt-lourens/hierarqcal

Generate hierarchical quantum circuits for Neural Architecture Search.

deep-learning machine-learning neural-architecture-search quantum quantum-computing

Last synced: 14 Jan 2026

https://github.com/wkentaro/osam

Get up and running with SAM, EfficientSAM, YOLO-World, and other promptable vision models locally.

computer-vision deep-learning foundation-models onnx segment-anything

Last synced: 16 Jan 2026

https://github.com/keplr-io/picard

Easily declare large spaces of (keras) neural networks and run (hyperopt) optimization experiments on them.

deep-learning hyperparameters neural-network

Last synced: 19 Feb 2026

https://github.com/msuzen/isinglenzmc

isingLenzMC: Monte Carlo for Classical Ising Model (with core C library)

deep-learning hopfield hopfield-network ising-model monte-carlo neural-networks physics spin-glass statistical-mechanics

Last synced: 25 Dec 2025

https://github.com/emptysoal/cuda-image-preprocess

Speed up image preprocess with cuda when handle image or tensorrt inference

cnn cuda cuda-demo cuda-kernels cuda-programming deep-learning image-processing tensorrt

Last synced: 01 Aug 2025

https://github.com/hironsan/neraug

A text augmentation tool for named entity recognition.

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

Last synced: 11 Mar 2026

https://github.com/despoisj/convolutionalautoencoder

Quick and dirty example of the application of convolutional autoencoders in Keras/Tensorflow

artificial-intelligence deep-learning machine-learning neural-network

Last synced: 30 Apr 2025

https://github.com/bakercp/ofxdlib

An openFrameworks wrapper for dlib. http://dlib.net/

computer-vision deep-learning dlib dnn machine-learning openframeworks

Last synced: 18 Mar 2025

https://github.com/lucidrains/cross-transformers-pytorch

Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch

artificial-intelligence attention-mechanism deep-learning few-shot-learning transformers

Last synced: 30 Apr 2025

https://github.com/PKU-DAIR/mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

automl-algorithms automl-pipeline bayesian-optimization blackbox-optimization data-science deep-learning distributed-systems ensemble-learning hyper-parameter-optimization knobs-tuning machine-learning meta-learning neural-architecture-search python

Last synced: 09 May 2025

https://github.com/gaomingqi/vos-review

Datasets and Papers (with codes) discussed in "Deep Learning for Video Object Segmentation: A Review", Artificial Intelligence Review, 2023.

deep-learning paper survey video-object-segmentation vos

Last synced: 27 Jan 2026

https://github.com/emadehsan/marsjs

MobileNet on TensorFlow.js - label images from Unsplash in browser

chrome-extension deep-learning distributed-computing image-labeling tensorflow-js volunteer-computing

Last synced: 01 May 2025

https://github.com/sleepychord/chinesepoemgeneration

基于深度学习的古诗生成(deep learning based Chinese poem generation)

deep-learning neural-network poem-generator rnn

Last synced: 16 Jan 2026

https://github.com/guybedo/minos

Deep learning, architecture and hyper parameters search with genetic algorithms

deep-learning genetic-algorithm hyperparameters keras-models python tensorflow

Last synced: 12 Apr 2025

https://github.com/team-fastml/fastml

A Python package built on sklearn for running a series of classification Algorithms in a faster and easier way.

algorithms data-science deep-learning machine-learning machine-learning-algorithms neural-network python

Last synced: 11 Apr 2025

https://github.com/finn-no/recsys_slates_dataset

FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) for users over a longer time horizon.

dataset deep-learning pytorch recommender-system

Last synced: 14 Apr 2025

https://github.com/angeluriot/Generative_adversarial_network

A deep learning model that can create high quality images by training on a dataset.

deep-learning gan generative-ai pytorch

Last synced: 14 Apr 2025

https://github.com/yearing1017/recosys

personal learning resources and learning notes

deep-learning recommender-system

Last synced: 14 Apr 2025

https://github.com/themightyoarfish/deepvo

:video_camera: Tensorflow implementation of RCCN visual odometry by Wang et al.

deep-learning python robotics tensorflow

Last synced: 08 Sep 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-Prompt-Engineering 457 awesome-ai-in-finance 208 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 8,913 Uncategorized 8,799 fl in top-tier journal 3,255 Books 2,524 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,279 Repos 1,865 NLP 1,822 Conference Papers 1,658 Table of Contents 1,623 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,073 Research Papers 945 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 826