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/sarodyatawatta/federated-pytorch-test

Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

clustering consensus-model consensus-optimization deep-learning federated-learning lbfgs pytorch sagecal variational-autoencoder

Last synced: 09 Sep 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/nishiwen1214/psforest

Paper of ACML 2020: "PSForest: Improving Deep Forest via Feature Pooling and Error Screening"

deep-learning deepforest machine-learning

Last synced: 19 Jul 2025

https://github.com/matlab-deep-learning/pose-estimation-3d-with-stereo-camera

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

3d-reconstruction camera-calibration camera-pose-estimation deep-learning example human-pose-estimation image- matlab matlab-deep-learning pretrained-models signal-processing yolov3

Last synced: 07 May 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/aitorzip/deepbootcamp

Solved lab problems, slides and notes of the Deep Reinforcement Learning bootcamp 2017 held at UCBerkeley

deep-learning deep-reinforcement-learning reinforcement-learning

Last synced: 07 Apr 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/chagmgang/pytorch_ppo_rl

Pytorch implementation of intrinsic curiosity module with proximal policy optimization

breakout curiosity deep-learning icm intrinsic-curiosity-module multi-process ppo pytorch reinforcement-learning

Last synced: 22 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/nvidia-isaac-ros/isaac_ros_freespace_segmentation

NVIDIA-accelerated, deep-learned freespace segmentation

deep-learning deep-neural-networks freespace gpu jetson nvidia ros2 ros2-humble

Last synced: 16 Oct 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/maghoumi/deepnag

Deep Non-Adversarial Gesture Generation

deep-learning deep-neural-networks dynamic-time-warping gan generative-adversarial-network gesture-generation pytorch sequence-generation soft-dtw

Last synced: 11 Jul 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/devanshkv/fetch

A set of deep learning models for FRB/RFI binary classification.

binary-classification deep-learning fast-radio-bursts transfer-learning

Last synced: 09 Jul 2025

https://github.com/dpiras/cosmopower-jax

Differentiable cosmological emulators: the JAX version of CosmoPower

bayesian-inference cosmology deep-learning emulators jax machine-learning

Last synced: 14 Sep 2025

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/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/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/kaustubhhiware/lstm-gru-from-scratch

LSTM, GRU cell implementation from scratch in tensorflow

deep-learning fashion-mnist gru gru-cell lstm tensorflow

Last synced: 28 Apr 2025

https://github.com/noorkhokhar99/pothole-detection-pothole-detection-using-python-and-deep-learning

Pothole Detection || Pothole Detection using python and deep learning

deep-learning opencv opencv-python opencv3-python pothole pothole-detection pothole-python pyresearch python yolov8

Last synced: 02 Mar 2026

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/lastancientone/mathematics_for_machine_learning

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

algebra applications calculus curves data-science deep-learning geometry linear-algebra linear-systems machine-learning math mathematics matrix matrix-calculations probability software statistics vector

Last synced: 11 Aug 2025

https://github.com/makgyver/gossipy

Python module for simulating gossip learning.

deep-learning distributed-machine-learning federated-learning gossip-learning gossip-protocol pytorch simulation

Last synced: 14 Feb 2026

https://github.com/kanglcn/moraine

Modern Radar Interferometry Environment; A simple, stupid InSAR postprocessing tool in big data era

big-data deep-learning ds insar interactive-visualizations phase-unwrapping ps

Last synced: 21 Jan 2026

https://github.com/3outeille/research-paper-summary

Summary & Implementation of Deep Learning research paper in Tensorflow/Pytorch.

alexnet deconvnet deep-learning efficientnet googlenet implementation inception-v1 inceptionv1 inceptionv2 inceptionv3 lenet5 mobilenetv1 mobilenetv2 paper pytorch resnet summary tensorflow vggnet zfnet

Last synced: 16 Mar 2026

https://github.com/lucidrains/d4rt

Implementation of D4RT, Efficiently Reconstructing Dynamic Scenes, Deepmind

4d artificial-intelligence attention deep-learning

Last synced: 06 Jun 2026

https://github.com/pixano/pixano-app

Pixano App is a web-based smart-annotation tool for computer vision applications.

annotation annotation-tool annotations bounding-box computer-vision cuboid deep-learning image-annotation image-labeling image-labeling-tool instance-segmentation keypoints labeling-tool panoptic-segmentation point-cloud point-cloud-labeling polygon semantic-segmentation video-annotation video-labeling

Last synced: 14 Mar 2026

https://github.com/jefkine/zeta-learn

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

autoencoder cnn data-science datasets deep-learning gan gru k-means-clustering lstm machine-learning matplotlib neural-networks numpy pca perceptron python regression rnn

Last synced: 14 Jan 2026

https://github.com/gsurma/deep_dream

DeepDream psychodelic image generator.

artificial-intelligence cnn convolutional-neural-networks deep-dream deep-dreaming deep-learning deep-neural-networks inception machine-learning python python3 style-transfer tensorflow tensorflow-examples

Last synced: 24 Oct 2025

https://github.com/worldbank/gistembed

GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings

deep-learning embedding-models fine-tuning huggingface mteb sentence-embeddings sentence-transformers

Last synced: 24 Apr 2025

https://github.com/ncats/ncats-adme

The source code for ADME@NCATS application that hosts prediction models for ADME properties. Link to application: https://opendata.ncats.nih.gov/adme/home

adme artificial-intelligence deep-learning machine-learning ncats-dpi-ifx

Last synced: 07 Feb 2026

https://github.com/hxwork/omnet_pytorch

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

3d-point-cloud-registration deep-learning pytorch

Last synced: 07 Oct 2025

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 07 May 2025

https://github.com/gt4sd/zero-shot-bert-adapters

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

bert deep-learning intent intent-classification intent-detection nlp pytorch transformers zero-shot zero-shot-classification

Last synced: 13 Apr 2025

https://github.com/marrlab/shapr_torch

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

cubical-complexes deep-learning image-reconstruction persistent-homology pytorch segmentation topological-data-analysis topological-machine-learning

Last synced: 11 Jul 2025

https://github.com/DataCanvasIO/Cooka

A lightweight and visual AutoML system

automated-feature-engineering automated-machine-learning automl data-science deep-learning hyperparameter-optimization machine-learning neural-network

Last synced: 12 May 2025

https://github.com/zhangxiaoyu11/OmiEmbed

Multi-task deep learning framework for multi-omics data analysis

cancer deep-learning multi-omics multi-task-learning

Last synced: 08 May 2025

https://github.com/z8g/app

本科期间写的一些应用程序

deep-learning java js machine-learning mybatis mysql python springboot springmvc

Last synced: 29 Oct 2025

https://github.com/meiyor/deep-learning-emotion-decoding-using-eeg-data-from-autism-individuals

Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical data were collected in StonyBrook Social Competence Treatment Lab, for data request evaluation please contact professor Matthew D. Lerner matthew.lerner@stonybrook.edu

autism autism-spectrum-disorder cnn convolutional-neural-networks deep-learning

Last synced: 15 Jul 2025

https://github.com/gentaiscool/indonesian-nlp

A curated list of research papers and resources on Indonesian languages

deep-learning indonesian javanese local local-languages machine-learning nlp papers research speech sundanese survey

Last synced: 17 Feb 2026

https://github.com/adityajn105/face-recognition-siamese-network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 13 Apr 2025

https://github.com/quentinwach/image-ranker

Rank images using TrueSkill by comparing them against each other in the browser. 🖼📊

data-analysis deep-learning fine-tuning finetune flux generative-ai image-analysis image-annotation image-annotation-tool image-classification image-rank rank ranking ranking-algorithm reinforcement-learning rlhf stable-diffusion trueskill trueskill-algorithm web-ui

Last synced: 20 Sep 2025

https://github.com/Mayachitra-Inc/MaleX

A curated dataset of malware and benign Windows executable samples for malware researchers

deep-learning image-classification machine-learning malware-detection malware-research

Last synced: 08 May 2025

https://islinxu.github.io/awesome-road-map/

🗺️awesome-road-map🗺️

artificial-intelligence data-science deep-learning kaggle machine-learning python

Last synced: 17 Apr 2025

https://github.com/Erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 07 May 2025

https://github.com/lucidrains/rest-em-pytorch

Implementations and explorations into the ReST𝐸𝑀 algorithm in the new deepmind paper "Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models"

artificial-intelligence deep-learning self-training transformers

Last synced: 09 Mar 2025

https://github.com/nlpatvcu/multitasking_transformers

Multitask Learning with Pretrained Transformers

bert clinical-nlp deep-learning multi-task-learning

Last synced: 17 Apr 2025

https://github.com/ahmedfgad/introdlpython

This repository is updated by a number of introductory projects to deep learning with Python.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks gradient-descent numpy python

Last synced: 23 Apr 2025

https://github.com/tootouch/whitebox-part1

In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

backpropagation blackbox cifar-10 computer-vision deep-learning evaluate-models explainable-ai grad-cam gradients guided-backpropagation integrated-gradients interpretable-ai machine-learning mnist saliency-map smoothgrad

Last synced: 02 May 2025

https://github.com/tpoisonooo/rust-ncnn

ncnn Rust API.

deep-learning deeplearning ncnn rust vulkan

Last synced: 02 Sep 2025

https://github.com/alireza-akhavan/object-detection-notebooks

Object detection and localization with Tensorflow 2 and Keras

anchor-box computer-vision deep-learning focal-loss iou keras localization map object-detection retinanet rpn tensorflow

Last synced: 09 Mar 2026

https://github.com/adityashrm21/music-classification-cnn-pytorch

Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch

audio-processing classification cnn convolutional-neural-networks deep-learning deep-neural-networks machine-learning python pytorch

Last synced: 29 Apr 2025

https://github.com/mavenlin/ai_research_trends

Trends of arxiv submissions counted from twitter/medium/reddit etc.

ai arxiv deep-learning machine-learning

Last synced: 09 Oct 2025

https://github.com/sanofi-public/ribonn

RiboNN: predicting translation efficiencies from mRNA sequences

deep-learning mrna-translation-efficiency

Last synced: 17 Mar 2026

https://github.com/leandromineti/ml-knowledge-graph

Organizing concepts related to machine learning and artificial intelligence

artificial-intelligence calculus data-science deep-learning knowledge-graph linear-algebra machine-learning statistical-learning

Last synced: 23 Feb 2026

https://github.com/lunarwhite/yolo-student-counter

Monitor in classroom headcount, support image/video/live streaming as input. 教室人数检测统计

deep-learning object-detection python pytorch yolov5

Last synced: 09 Apr 2025

https://github.com/erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 11 Mar 2026

https://github.com/picovoice/falcon

On-device speaker diarization powered by deep learning

deep-learning diarization on-device speaker-diarization speaker-recognition

Last synced: 31 Mar 2025

https://github.com/prcastro/pytorch-gan

GAN model using PyTorch

deep-learning gan generative-adversarial-networks machine-learning pytorch

Last synced: 25 Apr 2025

https://github.com/lumtis/react-native-caffe2

React native package to use caffe2 models. Use deep learning on hybrid mobile application within 2 min

android caffe2 deep-learning deep-neural-networks hybrid image-classification ios machine-learning mobile-app npm-package opencv2 react-native

Last synced: 30 Oct 2025

https://github.com/domoritz/label_generator

Training data generator for text detection

deep-learning neural-network python text-detection

Last synced: 20 Jun 2025

https://github.com/pkumusic/E-DRL

Exploration Strategies for Deep Reinforcement Learning

deep-learning deep-reinforcement-learning exploration

Last synced: 28 Mar 2025

https://github.com/niuchuangnn/noise2sim

Noise2Sim is a general unsupervised deep denoising method.

deep-learning pytorch

Last synced: 14 Jan 2026

https://github.com/Wendydesigner/DLwithjs---chinese

Deep learning with jacascript中文版

deep-learning javascript

Last synced: 27 Apr 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: 30 Apr 2025

https://github.com/soumik12345/automatic-number-plate-recognition

Automatic Car License/Number Plate recognition System

computer-vision crnn deep-learning image-to keras number-plate-recognition show-and-tell tensorflow

Last synced: 19 Oct 2025

https://github.com/guokr/caver

Caver: a toolkit for multilabel text classification.

attention-model cnn deep-learning multi-label-classification nlp pytorch text-classification

Last synced: 14 Jul 2025

https://github.com/Evocargo/Lidar-Annotation-is-All-You-Need

2D road segmentation using lidar data during training

autonomous-vehicles computer-vision deep-learning lidar-point-cloud road-segmentation road-surface semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 01 Aug 2025

https://github.com/akramz/grokking-deep-learning-notebooks

Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask

artificial-intelligence backpropagation deep-learning federated-learning forward-propagation lstm machine-learning neural-networks numpy numpy-tutorial rnn sgd

Last synced: 05 Mar 2026

https://github.com/ternaus/datasouls_antispoof

Code and pre-trained models for detecting spoofing attacks from images.

antispoofing computer-vision deep-learning image-classification liveness-detection neural-network

Last synced: 04 Oct 2025

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 05 Apr 2025

https://github.com/intel/intel-xai-tools

Explainable AI Tooling (XAI). XAI is used to discover and explain a model's prediction in a way that is interpretable to the user. Relevant information in the dataset, feature-set, and model's algorithms are exposed.

ai deep-learning explainable-ai machine-learning pytorch tensorflow

Last synced: 21 Aug 2025

https://github.com/nantu-io/ntcore

Deploy and Monitor ML Model in Any Cloud

ai deep-learning docker kubernetes machine-learning ml mlops python pytorch sklearn tensorflow

Last synced: 07 May 2025

https://github.com/paulk-asert/groovy-data-science

Some Data Science examples using Groovy

beakerx commons-math constraint-programming data-science deep-learning groovy image-recognition kmeans-clustering linear-programming linear-regression mxnet natural natural-language-processing spark

Last synced: 14 Apr 2025

https://github.com/shusentang/fontrnn

Implementation of FontRNN [Computer Graphics Forum, 2019].

computer-graphics deep-learning glyphs seq2seq

Last synced: 09 Mar 2026

https://github.com/grimmerk/alphago-zero-tictactoe-js

A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)

alphazero browser cnn create-react-app deep-learning game javascript monte-carlo-tree-search neural-network numjs reactjs reinforcement-learning semantic-ui skip-resnet-implementation tic-tac-toe tictactoe

Last synced: 27 Jun 2025

https://github.com/fastai/tinypets

Minimal JS interface to an image classifer

deep-learning fastai spaces

Last synced: 24 Dec 2025

https://github.com/ayushexel/detectx-yolo-v3

Yolo-V3 implementation from scratch in pytorch

computer-vision deep-learning deep-neural-networks deeplearning machine-learning pytorch yolov3

Last synced: 30 Apr 2025

https://github.com/victordibia/tpudcgan

Train DCGAN with TPUs on Google Cloud

dcgan dcgan-tensorflow deep-learning gan machine-learning tpu

Last synced: 30 Jun 2025

https://github.com/shenwanxiang/bidd-aggmap

Jigsaw-like AggMap: A Robust and Explainable Multi-Channel Omics Deep Learning Tool

ai clustering deep-learning machine-learning omics visualization

Last synced: 16 Jan 2026

https://github.com/vitorcarvalho67/barium

Cutting-edge Python software utilizing neural networks and machine learning for precise hand movement tracking

cnn-keras computer-vision cv2 deep-learning human-computer-interaction keras-neural-networks machine-learning mediapipe-hands open-source opencv scikit-learn virtual-mouse

Last synced: 08 Sep 2025

https://github.com/particle1331/ok-transformer

Exploring machine learning engineering and operations. ❚

deep-learning fastapi jupyterbook machine-learning pytorch tensorflow2

Last synced: 15 Apr 2025

https://github.com/ise-uiuc/whitefox

WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)

deep-learning llvm pytorch software-testing tensorflow

Last synced: 16 May 2025

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/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/easylearn-fmri/easylearn_dev

Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other biomarker-based disease diagnosis and prediction, treatment response prediction, disease subtyping, dimensional decoding for transdiagnostic psychiatric diseases or other diseases, disease mechanism exploration and etc.

deep-learning graphic-user-interface machine-learning neuroimaging radiomics resting-state-fmri

Last synced: 12 Mar 2026

https://github.com/erogol/net2net

Net2Net implementation on PyTorch for any possible vision layers.

computer-vision deep-learning net2net pytorch

Last synced: 30 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/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/paarthneekhara/convolutional-vqa

convolutional-neural-networks deep-learning natural-language-processing visual-question-answering

Last synced: 11 Jul 2025

https://github.com/faceplugin-ltd/palm-recognition

The world's 1st free and open source palm recognition SDK for Windows and Linux (Palm detection, ROI extraction, Template extraction, Template mathcing)

biometric-authentication computer-vision deep-learning image-processing image-recognition machine-learning palm-detection palm-print-recognition palm-recognition python