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/wwu-mmll/deepbet

Fast brain extraction using neural networks

brain-extraction deep-learning neuroimaging python segmentation skull-stripping

Last synced: 14 Jan 2026

https://github.com/pmuens/alphago

Reference implementation of DeepMinds AlphaGo based on "Deep Learning and the Game of Go"

deep-learning keras machine-learning tensorflow

Last synced: 24 Apr 2025

https://github.com/salesforce/query-focused-sum

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

deep-learning machine-learning neural-network nlp question-answering summarization

Last synced: 15 Apr 2025

https://github.com/pfnet-research/chainer-segnet

SegNet implementation & experiments in Chainer

chainer computer-vision deep-learning segnet semantic-segmentation

Last synced: 13 Apr 2025

https://github.com/gregor-mendel-institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow

Last synced: 21 Jun 2025

https://github.com/matlab-deep-learning/Pretrained-YOLOv8-Network-For-Object-Detection

YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks

computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8

Last synced: 12 May 2025

https://github.com/epic-kitchens/epic-kitchens-55-starter-kit-action-recognition

:seedling: Starter kit for working with the EPIC-KITCHENS-55 dataset for action recognition or anticipation

action-recogntion deep-learning epic-kitchens gulpio jupyter notebook pandas video-dataset

Last synced: 19 Jul 2025

https://github.com/nianticlabs/relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

3dv2021 computer-vision deep-learning eth-zurich gnn gnns graph-neural-networks machine-learning machine-vision niantic pose-estimation relative-position relocalisation relocalization ucl

Last synced: 06 Oct 2025

https://github.com/vinesmsuic/white-box-cartoonization-pytorch

PyTorch implementation of “Learning to Cartoonize Using White-box Cartoon Representations” (CVPR 2020). Now with gradio demo

artificial-intelligence deep-learning pytorch

Last synced: 22 Apr 2025

https://github.com/llnl/fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

cnn-visualization deep-learning demo explainable-ai gradcam interpretability pytorch pytorch-gradcam saliency saliency-maps visual-explanations xai

Last synced: 29 Apr 2025

https://github.com/pagraf/magicbathynet

Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.

aerial-imagery bathymetry computer-vision dataset deep-learning depth-estimation earth-observation eu-project magicbathy models ocean-data ocean-mapping remote-sensing satellite-imagery seabed-mapping semantic-segmentation sentinel-2 shallow-water spot6

Last synced: 11 Jan 2026

https://github.com/kempnerinstitute/overcomplete

👋 Overcomplete is a Vision-based SAE Toolbox

computer-vision deep-learning interpretability

Last synced: 04 Apr 2025

https://github.com/danielzuegner/robust-gcn

Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".

adversarial-robust deep-learning graph-neural-networks robustness

Last synced: 27 Oct 2025

https://github.com/pg2455/hybrid-learn2branch

Hybrid Models for Learning to Branch (NeurIPS 2020)

deep-learning discrete-optimization graph-neural-networks neurips-2020

Last synced: 07 Apr 2025

https://github.com/martolen1/data-science

Comprehensive repository of Data Science projects spanning Machine Learning, Deep Learning, and Natural Language Processing. Demonstrates practical applications of algorithms and tools on real-world datasets.

cnn-model data-analysis data-science data-visualization deep-learning gans-models keras machine-learning-algorithms natural-language-processing python3 rnn-lstm scikit-learn tensorflow transfer-learning transformers

Last synced: 31 Jul 2025

https://github.com/neulab/extreme-adaptation-for-personalized-translation

Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"

deep-learning dynet machine-translation

Last synced: 13 Apr 2025

https://github.com/amirali5/deep-learning

In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.

deep-learning supervised-deep-learning unsupervised-deep-learning

Last synced: 27 Aug 2025

https://github.com/mschrimpf/neural-nlp

[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing

computational-neuroscience deep-learning ecog fmri human-language natural-language-processing neural-recording

Last synced: 07 Mar 2026

https://github.com/continental/image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

augmentation deep-learning domain-adaptation histogram-matching image-augmentation image-matching image-processing images machine-learning python

Last synced: 08 May 2025

https://github.com/renato-umeton/automl-in-healthcare-review

Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

automated-machine-learning automl deep-learning healthcare machine-learning

Last synced: 09 Mar 2026

https://github.com/joaolages/ratransformers

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

bert deep-learning language-model natural-language-processing neural-network nlp pytorch t5 transformer transformers

Last synced: 25 Feb 2026

https://github.com/woctezuma/deep-learning-resources

Books, courses, videos and blogs, mostly about Deep Learning.

acm bach blogs books chollet courses cs224n cs228 cs231n deep-learning deepmind distill goodfellow nips videos

Last synced: 13 Apr 2025

https://github.com/matlab-deep-learning/pretrained-yolov8-network-for-object-detection

YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks

computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8

Last synced: 07 May 2025

https://github.com/tomekkorbak/active-inference

A toy model of Friston's active inference in Tensorflow

cognitive-science deep-learning free-energy tensorflow variational-inference

Last synced: 13 Jun 2025

https://github.com/xiezhq-hermann/cs231n-2017

My own solutions for Stanford CS231n (2017) assignments

course-project cs231n cs231n-assignment deep-learning pytorch

Last synced: 20 Oct 2025

https://github.com/JordiBolibar/ALPGM

ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.

deep-learning glacier glacier-modelling surface-mass-balance

Last synced: 10 May 2025

https://github.com/gizatechxyz/luminair

A zkML framework for ensuring the integrity of computational graphs using Circle STARK proofs

ai deep-learning stark zero-knowledge zk

Last synced: 26 Jun 2025

https://github.com/stefan-m-lenz/BoltzmannMachines.jl

A Julia package for training and evaluating multimodal deep Boltzmann machines

data-science deep-boltzmann-machine deep-learning julia machine-learning neural-networks restricted-boltzmann-machine

Last synced: 04 May 2025

https://github.com/simonfqy/PADME

This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep learning.

cheminformatics convolutional-neural-networks deep-learning

Last synced: 11 May 2025

https://github.com/Gregor-Mendel-Institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow

Last synced: 07 May 2025

https://github.com/experiencor/speed-prediction

Use 3D convolutional network to predict the speed of a car via dashcam stream. The final mean squared error on validation set is 3.1 (mile/hour)^2.

convolutional-neural-networks dashcam deep-learning speed-prediction

Last synced: 07 Mar 2026

https://github.com/perone/feste

Feste is a free and open-source framework allowing scalable composition of NLP tasks using a graph execution model that is optimized and executed by specialized schedulers.

deep-learning language-model machine-learning nlp

Last synced: 04 Jul 2025

https://github.com/shaik-sohail-72/network-intrusion-detection-using-deep-learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.

classification cybersecurity deep-learning detect-anomalies knn machine-learning mern-stack mongodb network network-intrusion-detection nids nodejs nsl-kdd reactjs rnn-model tensorflow

Last synced: 12 Apr 2025

https://github.com/pvnieo/dpfm

Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)

3dvision deep-functional-maps deep-learning functional-maps partial-shape-matching python3 pytorch shape-matching

Last synced: 24 Jul 2025

https://github.com/qengineering/realsr-ncnn-jetson-nano

Award winning RealSR super resolution with ncnn on Jetson Nano

deep-learning jetson-nano ncnn ncnn-framework realsr realsr-ncnn-vulkan super-resolution vulkan

Last synced: 31 Jul 2025

https://github.com/laknath1996/deepphaseunwrap

This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images (ICASSP 2021)

cnn deep-learning lstm phase-unwrapping

Last synced: 14 Apr 2025

https://github.com/tushar-ml/g2rl-path-planning

Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.

deep-learning python reinforcement-learning robotics

Last synced: 23 Mar 2025

https://github.com/DanielhCarranza/ml-production-template

This codebase is a starting point to get your Machine Learning project into Production.

deep-learning deep-learning-production

Last synced: 07 May 2025

https://github.com/coorung/Finance-World

Optimization techniques on the financial area for the hedging, investment starategies, and risk measures

deep-learning deep-reinforcement-learning finance financial-engineering machine-learning market-microstructure reinforcement-learning risk-management

Last synced: 18 Jun 2026

https://github.com/tgxs002/wikiscenes

Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision. ICCV 2021.

computer-vision deep-learning

Last synced: 17 Mar 2026

https://github.com/flyingriverhorse/skyulf

Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.

celery data-orchestration deep-learning docker-compose experiment-tracking feature-engineering-python local-first low-code machine-learning ml-pipeline ml-platform-workflow mlops mlops-workflow model-deployment model-registry privacy-first react redis self-hosted visual-programming

Last synced: 25 Apr 2026

https://github.com/HSG-AIML/IndustrialSmokePlumeDetection

Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing

Last synced: 07 May 2025

https://github.com/vra/action-recognition-using-3d-resnet

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

3d-resnet action-recognition cnn deep-learning extract-features hmdb51 ucf101

Last synced: 12 Apr 2025

https://github.com/dkurt/cvpr2019

Workshop materials for OpenCV day at CVPR 2019 conference

cvpr2019 deep-learning github-pages opencv-js

Last synced: 03 Apr 2025

https://github.com/mnpinto/banet

A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images

artificial-intelligence burned-areas deep-learning viirs wildfires

Last synced: 16 Jan 2026

https://github.com/jameslahm/labelme

A image annotation software for 2D or 3D images

3d-images deep-learning image-annotation

Last synced: 18 Jan 2026

https://github.com/KrakenAI/SynThai

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

deep-learning pos-tagging recurrent-neural-networks thai-nlp word-segmentation

Last synced: 23 Apr 2025

https://github.com/KenjiroAI/SynThai

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

deep-learning pos-tagging recurrent-neural-networks thai-nlp word-segmentation

Last synced: 10 Mar 2025

https://github.com/rmst/rlrd

PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)

deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 08 May 2025

https://github.com/colemurray/tensorflow-cnn-tutorial

Tensorflow tutorial on convolutional neural networks.

deep-learning machine-learning tensorflow tensorflow-tutorials

Last synced: 05 May 2025

https://github.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

computer-vision convolutional-neural-networks deep-learning deep-neural-networks dr droidcam python pytorch real-time-detection self-driving-car tensorflow tkinter tkinter-gui tkinter-python traffic-light-classification traffic-sign-classification webcam webcam-capture yolo yolov5

Last synced: 21 Apr 2025

https://github.com/mlelarge/graph_neural_net

Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)

deep-learning gnn graph graph-neural-networks pytorch

Last synced: 27 Feb 2026

https://github.com/archinetai/audio-encoders-pytorch

A collection of audio autoencoders, in PyTorch.

artificial-intelligence audio deep-learning

Last synced: 11 Jul 2025

https://github.com/faceplugin-ltd/facelivenessdetection-android

Liveness detection SDK Android - iBeta level 2 compliant 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats

android biometric-authentication deep-learning deepfake-detection face-anti-spoofing face-liveness-detection face-recognition fraud-detection fraud-prevention identity-verification liveness-detection-sdk machine-learning on-premise passive-liveness

Last synced: 12 Apr 2025

https://github.com/s-omranpour/DeepMusic

A python package for high level musical data manipulation and preprocessing, making data ready to be fed to a neural network.

ai-music deep-learning midi miditoolkit music python symbolic-music

Last synced: 14 Jul 2025

https://github.com/liuxinhai/Point2Sequence

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

3d classification deep-learning point-cloud segmentation

Last synced: 20 Mar 2025

https://github.com/djangopeng/start-ai

从零开始学习人工智能(Start-AI)

ai deep-learning keras machine-learning python tensorflow

Last synced: 12 Apr 2025

https://github.com/igorsusmelj/simsiam-cifar10

Code to train the SimSiam model on cifar10 using PyTorch

computer-vision deep-learning machine-learning pytorch self-supervised-learning

Last synced: 13 Apr 2025

https://github.com/daniel-liu-c0deb0t/adversarial-point-perturbations-on-3d-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 30 Oct 2025

https://github.com/megengine/omnet

OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration, ICCV 2021, MegEngine implementation.

deep-learning megengine

Last synced: 12 Apr 2025

https://github.com/sparkfun/sparkfun_edge

SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even gesture recognition without relying on 3rd party cloud services.

deep-learning edge-computing machine-learning sparkfun tensorflow

Last synced: 14 Apr 2025

https://github.com/Barabasi-Lab/AI-Bind

Interpretable AI pipeline improving binding predictions for novel protein targets and ligands

ai deep-learning drug-discovery machine-learning networkscience unsupervised-learning

Last synced: 14 May 2026

https://github.com/theankurgoswami/human-violence-detection

A human violence detection & classification system using recurrent neural networks(RNN).

deep-learning keras reccurent-neural-network rnn violence-detection yolov3

Last synced: 31 Jul 2025

https://github.com/shankarj67/Water-classifier-fastai

Deploy your Flask web app classifier on Heroku which is written using fastai library.

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 05 May 2025

https://github.com/sayakpaul/vehicle-number-plate-detection

This project demonstrates the use of TensorFlow Object Detection API to automatically number plates (Indian) from vehicles

deep-learning google-cloud-platform object-detection ssdmobilenet tensorflow-object-detection-api

Last synced: 30 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 1,116 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559