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.

GitHub: https://github.com/topics/deep-learning
Wikipedia: https://en.wikipedia.org/wiki/Deep_learning
Aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers,
Last updated: 2026-07-10 00:08:04 UTC
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https://github.com/faceplugin-ltd/facerecognition-.net

Face Recognition SDK .NET MAUI (formerly Xamarin) and CSharp with 3D passive liveness detection (Face Detection, Face Landmarks, Face Recognition, Face Liveness, Face Pose, Face Expression, Face attributes)

artificial-intelligence biometric-authentication biometric-identification deep-learning face-anti-spoofing face-detection face-recognition face-recognition-attendance-system face-recognition-sdk identity-verification liveness-detection machine-learning

Last synced: 14 Sep 2025

https://github.com/snuailab/waffle_hub

🧇Waffle Hub🧇 is Deep Learning 🛠️Open Source Framework Adapter. It provides you 😎no-code, 😏easy training and inference!

deep-learning evaluation inference object-detection onnx pytorch segmentation training ultralytics

Last synced: 18 Feb 2026

https://github.com/SBU-BMI/champkit

Benchmarking toolkit for patch-based histopathology image classification.

benchmark benchmarking deep-learning histopathology image-classification pytorch

Last synced: 08 May 2025

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 05 May 2025

https://github.com/yas-sim/handwritten-japanese-ocr

Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit

deep-learning dl-models handwritten-text-recognition inference-engine intel japanese ocr ocr-demo openvino python text-detection text-recognition text-regions touch-panel

Last synced: 22 Apr 2025

https://github.com/antonio-f/adversarial-task

Generative Adversarial Networks test from Coursera's Advanced Machine Learning. Executed on Colab.

advanced-machine-learning deep-learning gan generative-adversarial-network

Last synced: 14 Oct 2025

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 27 Apr 2025

https://github.com/bpesquet/mlhandbook

(Phased out) My textbook for teaching Machine Learning

deep-learning jupyter-notebook jupyterbook kata keras machine-learning nbgrader numpy python pytorch scikit-learn

Last synced: 04 May 2025

https://github.com/emadehsan/maze

Generate Mazes of different types and Datasets for Deep Learning (GANs, RL)

dataset deep-learning generative-adversarial-network maze maze-algorithms maze-generation maze-solving python reinforcement-learning visualization

Last synced: 11 Sep 2025

https://github.com/Scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 04 Apr 2025

https://github.com/commonroad/crgeo

Graph neural networks for autonomous driving

autonomous-vehicles deep-learning graph-neural-networks pytorch

Last synced: 04 May 2025

https://github.com/rubixml/mnist

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

computer-vision cross-validation deep-learning deep-neural-networks image-classification image-recognition machine-learning machine-learning-tutorial mnist mnist-dataset mnist-handwriting-recognition neural-network php php-ai php-machine-learning php-ml pipeline rubix-ml tutorial

Last synced: 30 Jul 2025

https://github.com/anuragranj/humanflow2

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

computer-vision datasets deep-learning optical-flow

Last synced: 05 Apr 2025

https://github.com/repetere/tensorscript

REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

classification deep-learning deep-neural-networks machine-learning neural-network regression tensorflow

Last synced: 18 Jun 2026

https://github.com/wilhelm-lab/dlomix

Python framework for Deep Learning in Proteomics

deep-learning framework machine-learning mass-spectrometry peptide-sequences peptides proteomics

Last synced: 12 Feb 2026

https://github.com/matlab-deep-learning/brain-mri-age-classification-using-deep-learning

MATLAB example using deep learning to classify chronological age from brain MRI images

brain-mri-images deep-learning deep-learning-tutorial matlab matlab-deep-learning neuroscience open-data open-science

Last synced: 07 May 2025

https://github.com/yuhao-nie/SkyGPT

A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting

cloud-motion-prediction deep-learning generative-models photovoltaic-power probabilistic-solar-forecasting sky-images stochastic-video-prediction

Last synced: 24 Apr 2025

https://github.com/stardist/stardist-napari

StarDist plugin for napari

cell-segmentation deep-learning napari napari-plugin nuclei-segmentation object-detection

Last synced: 22 Feb 2026

https://github.com/mravanelli/pytorch_mlp_for_asr

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 27 Jul 2025

https://github.com/microsoft/CASPR

CASPR is a deep learning framework applying transformer architecture to learn and predict from tabular data at scale.

attention-mechanism business deep-learning tabular-data transformer transformer-architecture transformer-encoder

Last synced: 05 Apr 2025

https://github.com/modelscope/adadet

AdaDet: A Development Toolkit for Object Detection based on ModelScope

computer-vision deep-learning detection detection-toolkit domain-specific-models face-detection keypoint-detection machine-learning object-detection ocr python tracking

Last synced: 12 Jul 2025

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/qengineering/yolov5-ncnn-jetson-nano

YoloV5 for Jetson Nano

deep-learning jetson-nano ncnn yolov5

Last synced: 13 Apr 2025

https://github.com/songweige/contrastive-learning-with-non-semantic-negatives

Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)

contrastive-learning deep-learning hard-negative-mining neurips-2021 pytorch self-supervised-learning

Last synced: 30 Apr 2025

https://github.com/erogol/resnet.torch

an updated version of fb.resnet.torch with many changes.

deep-learning lua resnet torch

Last synced: 06 Mar 2026

https://github.com/denbergvanthijs/imbdrl

Imbalanced Classification with Deep Reinforcement Learning

deep-learning dqn reinforcement-learning rl tensorflow tfagents

Last synced: 30 Oct 2025

https://github.com/daniel-muthukrishna/astrodash

Deep learning for the automated spectral classification of supernovae

astronomy astrophysics classification cosmology deep-learning deep-neural-networks machine-learning pypi spectra supernovae tensorflow transients

Last synced: 13 Apr 2025

https://github.com/LTContext/LTContext

[ICCV 2023] How Much Temporal Long-Term Context is Needed for Action Segmentation?

computer-vision deep-learning iccv2023 video-understanding

Last synced: 14 Mar 2025

https://github.com/deep-diver/deepmodels

TensorFlow Implementation of state-of-the-art models since 2012

cnn convolutional-neural-networks deep-learning image-classification models tensorflow

Last synced: 05 May 2025

https://github.com/matlab-deep-learning/object-detection-using-yolo-v2-deep-learning

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network

deep-learning example matlab object-detection yolov2

Last synced: 10 Mar 2026

https://github.com/nicolay-r/ARElight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

arekit attitudes bert bert-model brat deep-learning deeppavlov deeppavlov-framework machine-learning named-entity-recognition natural-language-processing nlp relation-extraction russian-language sentiment-analysis tensorflow

Last synced: 19 Aug 2025

https://github.com/ivanbongiorni/tensorflow2.0_notebooks

Implementation of a series of Neural Network architectures in TensorFow 2.0

autoencoder autograph batch-gradient-descent classifier cnn-classifier convolutional-neural-networks data-science deep-learning dimensionality-reduction forecast-model lstm machine-learning neural-network python python-3 rnn rnn-tensorflow tensorflow tensorflow-tutorials tensorflow2

Last synced: 03 Sep 2025

https://github.com/k1rsn7/mushroom_guide

:mushroom: Chat bot for recognizing edible mushrooms.

ai computer-vision cv deep-learning deep-neural-networks jupy jupyter mushroom mushroom-classification python python3 telegram-bot

Last synced: 02 Sep 2025

https://github.com/autowarefoundation/autoware.privately-owned-vehicles

An open-source autonomous highway pilot system for privately owned vehicles

artificial-intelligence autonomous-driving autopilot autoware computer-vision deep-learning deep-neural-networks foundation-models open-source robotics self-driving-car

Last synced: 26 Oct 2025

https://github.com/mravanelli/pytorch_MLP_for_ASR

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 19 Jul 2025

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

Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch

artificial-intelligence attention-mechanism deep-learning table transformers

Last synced: 05 Oct 2025

https://github.com/Chnja/RDPNet

RDP-Net: Region Detail Preserving Network for Change Detection

change-detection deep-learning remote-sensing

Last synced: 11 May 2025

https://github.com/Rishit-dagli/GLOM-TensorFlow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

capsule-neural-networks convolutional-neural-networks deep-learning embedding geoffrey-hinton glom keras keras-tensorflow machine-learning neural-network representation-learning tensorflow tensorflow2

Last synced: 08 May 2025

https://github.com/ericmjl/flu-sequence-predictor

An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.

bokeh deep-learning flask flu flu-forecaster gaussian-processes influenza influenza-protein-sequences protein-sequences pymc vaccine variational-autoencoders

Last synced: 13 Apr 2025

https://github.com/FinnBehrendt/patched-Diffusion-Models-UAD

Codebase for Patched Diffusion Models for Unsupervised Anomaly Detection .

anomaly-detection deep-learning diffusion-models mri mri-reconstruction pytorch-implementation pytorch-lightning unsupervised-anomaly-detection unsupervised-learning

Last synced: 14 Mar 2025

https://github.com/cpury/keras_gradient_noise

Add gradient noise to any Keras optimizer

deep-learning keras machine-learning neural-network neural-networks noise optimizer python tensorflow

Last synced: 24 Oct 2025

https://github.com/yas-sim/person-detect-reidentification

Person or face detection and matching from multiple image inputs using Intel OpenVINO toolkit

deep-learning demo dl-models face-detection feature-extraction feature-vectores hungarian-assignment identification identification-model inference inference-engine intel matching-problems multiple-cameras openvino openvino-toolkit people-detection python surveillance

Last synced: 24 Oct 2025

https://github.com/jrdi/dl-glossary

:bookmark_tabs: The Open Source Deep Learning Glossary

deep-learning glossary machine-learning

Last synced: 27 Feb 2025

https://github.com/codecentric-oss/niceml

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

dagster deep-learning image-classification machine-learning mlops object-detection python semantic-segmentation tensorflow

Last synced: 09 Oct 2025

https://github.com/tingnie/deeplearning.ai-coursera

deeplearning.ai-coursera,by Andrew Ng

coursera deep-learning jupyter-notebook python3

Last synced: 15 Oct 2025

https://github.com/ltatzel/pytorchhessianfree

PyTorch implementation of the Hessian-free optimizer

conjugate-gradient deep-learning deep-neural-networks ggn hessian-free matrix-free newtons-method optimization-algorithms pytorch-implementation second-order-optimization stochastic-optimizers

Last synced: 07 Oct 2025

https://github.com/feifeibear/swcaffe

A Deep Learning Framework customized for Sunway TaihuLight

caffe deep-learning mpi sunway-taihulight

Last synced: 13 Jul 2025

https://github.com/sdpkjc/abcdrl

Modular Single-file Reinfocement Learning Algorithms Library

deep-learning deep-reinforcement-learning machine-learning python pytorch reinfocement-learning

Last synced: 08 Aug 2025

https://github.com/trappmartin/sumproductnetworks.jl

Sum-product networks in Julia.

deep-learning julia machine-learning probabilistic-modeling probabilistic-neural-network sum-product-networks tractable-models

Last synced: 13 Oct 2025

https://github.com/stes/compressed_sensing

Enhancing Compressive Sensing with Neural Networks

compressed-sensing deep-learning image-processing image-reconstruction machine-learning theano

Last synced: 23 Mar 2025

https://github.com/francescosaveriozuppichini/bottleneck-invertedresidual-fusedmbconv-in-pytorch

A little walk-trough different types of the block with their corresponding implementation in PyTorch

deep-learning pytorch-tutorial

Last synced: 04 Oct 2025

https://github.com/dair-ai/notebooks

🔬 Sharing your data science notebooks with the community has never been this easy.

artificial-intelligence deep-learning machine-learning nlp

Last synced: 28 Jun 2025

https://github.com/dralgroup/mlatom

AI-enhanced computational chemistry

artificial-intelligence computational-chemistry deep-learning kernel-method kernel-ridge-regression machine-learning machine-learning-potential neural-network quantum-chemistry quantum-chemistry-programs quantum-mechanics

Last synced: 23 Aug 2025

https://github.com/sadmansakib93/stratified-k-fold-cross-validation-image-classification-keras

This python program demonstrates image classification with stratified k-fold cross validation technique.

cnn-keras convolutional-neural-networks cross-validation deep-learning image-classification keras-neural-networks machine-learning medical-image-analysis medical-image-processing stratified-cross-validation

Last synced: 04 Oct 2025

https://github.com/chen0040/keras-audio

keras project for audio deep learning

audio-processing classification deep-learning keras supervised-learning

Last synced: 15 Aug 2025

https://github.com/ssusnic/machine-learning-doodle-recognition

A project on making a game like Quick Draw using Machine Learning with Convolutional Neural Network.

artificial-intelligence artificial-neural-networks classification classifier computer-vision computervision convolutional-networks convolutional-neural-networks deep-learning deeplearning doodle-recognizer image-classification image-recognition machine-learning machinelearning neural-network recognition tensorflow tensorflow-tutorials tensorflowjs

Last synced: 15 Aug 2025

https://github.com/nicolay-r/arelight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

Last synced: 19 Aug 2025

https://github.com/nikolasent/personmask_tflite

Real-time CPU person segmentation for privacy in video calls

c-plus-plus deep-learning mobilenetv3 portrait-segmentation semantic-segmentation tensorflow-lite tflite v4l2 v4l2loopback video video-calls video-processing

Last synced: 06 Sep 2025

https://github.com/rgeirhos/object-recognition

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)

deep-learning human-vision object-recognition psychophysics

Last synced: 14 Oct 2025

https://github.com/vietnh1009/very-deep-cnn-pytorch

Very deep CNN for text classification

deep-learning deep-neural-networks deeplearning document-classification natural-language-processing nlp pytorch text-classification vdcnn very-deep-cnn

Last synced: 04 May 2025

https://github.com/rishit-dagli/glom-tensorflow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

Last synced: 15 Oct 2025

https://github.com/mosessoh/iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

cnn colorization deep-learning icons machine-learning pytorch unet

Last synced: 04 Apr 2025

https://github.com/outofai/cudacanvas

Python Module for PyTorch Tensor Visualisation in CUDA Eliminating CPU Transfer

cuda deep-learning gpu machine-learning neural-network plotting pypi pypi-package python pytorch tensor visulization

Last synced: 09 Sep 2025

https://github.com/erogol/seg-torch

Segmentation with deep learning

deep-learning image-segmentation lua seg-torch segmentation torch

Last synced: 30 Apr 2025

https://github.com/lucidrains/panoptic-transformer

Another attempt at a long-context / efficient transformer by me

artificial-intelligence attention-mechanism deep-learning

Last synced: 30 Apr 2025

https://github.com/cyberdatalab/nebula

NEBULA: A Platform for Decentralized Federated Learning

artificial-intelligence collaborative-learning communication-networks decentralized decentralized-application decentralized-federated-learning deep-learning federated-learning federated-learning-framework framework machine-learning neural-network open-source platform python

Last synced: 10 Apr 2025

https://github.com/zotroneneis/tensorflow_deep_learning_models

TensorFlow implementations of several deep learning models (e.g. variational autoencoder, RNN, ...)

cnn cnn-tensorflow convolutional-neural-network convolutional-neural-networks deep-learning ipynb machine-learning notebook python recurrent-neural-network recurrent-neural-networks rnn rnn-tensorflow tensorflow vae variational-autoencoder

Last synced: 07 Oct 2025

https://github.com/microsoft/augmented-interpretable-models

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

ai artificial-intelligence deep-learning distillation embedding explainability huggingface interpretability language-model large-language-models linear linear-models logistic-regression machine-learning ml neural-network scikit-learn sentiment-classification transformer transparent

Last synced: 19 Oct 2025

https://github.com/google-research/compressive-visual-representations

Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representations" (NeurIPS 2021)

deep-learning machine-learning self-supervised-learning tensorflow visual-representation

Last synced: 24 Apr 2025

https://github.com/andreluizbvs/PLAD

STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in High-Resolution UAV Images

damper dataset deep-learning high-resolution insulator insulator-dataset object-detection power-delivery power-line-assets power-supply power-transmission-lines powerlines public public-data stockbridge tower uav uav-images unmanned-aerial-vehicle

Last synced: 21 Nov 2025

https://github.com/tirendazacademy/hugging-face-tutorials

Getting started with Hugging Face

deep-learning hugging-face huggingface huggingface-datasets huggingface-library huggingface-pipeline huggingface-transformer huggingface-transformers image-classification machine-learning natural-language-processing nlp pretrained-models pytorch sentiment-analysis tensorflow text-classification transfer-learning

Last synced: 19 Apr 2025

https://github.com/jon-tow/text-sed

Implementation of Self-conditioned Embedding Diffusion for Text Generation

deep-learning diffusion pytorch text-generation

Last synced: 12 Oct 2025

https://github.com/tomasz-lewicki/fire-detect-nn

Wildfire Detection with Deep Neural Networks

computer-vision deep-learning fire fire-detection neural-networks

Last synced: 28 Apr 2025

https://github.com/alexklwong/learning-topology-synthetic-data

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

3d-reconstruction 3d-vision computer-vision deep-learning depth depth-completion depth-estimation icra kitti machine-learning ral self-supervised-learning sensor-fusion tensorflow ucla unsupervised-learning void

Last synced: 21 Nov 2025

https://github.com/Frank-LIU-520/DeepMoleNet

Deep learning for molecules quantum chemistry properties prediction

deep-learning graph-convolutional-neural-networks quantum-chemistry quantum-machine-learning

Last synced: 09 Jul 2025

https://github.com/tipani86/starchild

A Chatbot Game for Autistic Children 一款为孤独症孩子设计的聊天机器人游戏

asd autism chatbot computer-vision cv deep-learning game salient-object-detection

Last synced: 01 Aug 2025

https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app

This repository provides an app for exploring the predictions of an image classification network using several deep learning visualization techniques. Using the app, you can: explore network predictions with occlusion sensitivity, Grad-CAM, and gradient attribution methods, investigate misclassifications using confusion and t-SNE plots, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.

deep-learning explainable-ai gradcam interpretable-deep-learning matlab matlab-deep-learning pretrained-models transfer-learning

Last synced: 07 May 2025

https://github.com/catalyst-team/classification

Catalyst.Classification

augmentation catalyst classification classification-pipeline deep-learning docker focal-loss image-classification image-processing machine-learning pipeline python pytorch reproducibility

Last synced: 04 Apr 2025

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 19 Jul 2025