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: 2026-06-23 00:07:53 UTC
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https://github.com/jakeret/unet

Generic U-Net Tensorflow 2 implementation for semantic segmentation

deep-learning keras-tensorflow semantic-segmentation tensorflow

Last synced: 07 Apr 2025

https://github.com/albumentations-team/albumentationsx

Next-generation Albumentations: dual-licensed for open-source and commercial use

data-augmentation deep-learning deeplearning image-augmentation image-classification image-processing image-segmentations instance-segmentation maching-learning object-detection python

Last synced: 01 Apr 2026

https://github.com/tumaer/JAXFLUIDS

Differentiable Fluid Dynamics Package

automatic-differentiation cfd compressible-flows computational-fluid-dynamics cuda deep-learning fluid-dynamics gpu gpu-computing high-performance hpc jax jaxfluids machine-learning multi-phase-flows tpu turbulence

Last synced: 26 Oct 2025

https://github.com/krumiaa/MindMaker

MindMaker UE4 Machine Learning Toolkit

ai artificial-intelligence deep-learning dqn gym learning-agent machine-learning neural-network openai reinforcement-learning ue4 unreal-engine wrapper

Last synced: 08 Apr 2025

https://github.com/Psarpei/Multi-Type-TD-TSR

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

algorithms computer-science computer-vision computer-vision-algorithms computer-vision-opencv deep-learning image-processing machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning ocr ocr-python ocr-recognition table-detection table-detection-using-deep-learning table-structure-recognition

Last synced: 08 Apr 2025

https://github.com/wxinlong/asis

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

deep-learning instance-segmentation point-cloud semantic-segmentation

Last synced: 16 Aug 2025

https://github.com/ctongfei/nexus

Experimental tensor-typed deep learning

deep-learning differentiable-programming neural-network probabilistic-programming scala tensor

Last synced: 09 May 2025

https://github.com/ViTAE-Transformer/SAMRS

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

dataset deep-learning pre-training remote-sensing sam segment-anything-model semantic-segmentation transfer-learning

Last synced: 16 Mar 2025

https://github.com/maxpumperla/learning_ray

Notebooks for the O'Reilly book "Learning Ray"

data-science deep-learning distributed-computing machine-learning notebook python ray

Last synced: 07 Apr 2025

https://github.com/prakhar21/50-Days-of-ML

A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects

100daysofcode 100daysofmlcode dataprocessing deep-learning deep-neural-networks machine-learning pandas python siraj-raval tutorial

Last synced: 14 Apr 2025

https://github.com/keytoyze/visionts

Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".

computer-vision deep-learning time-series

Last synced: 20 Apr 2026

https://github.com/sigmaai/self-driving-golf-cart

Be Driven 🚘

artificial-intelligence autonomous-driving autonomous-vehicles behavioral-cloning carla convolutional-neural-networks deep-learning machine-learning microcontroller navigation object-detection path-planning ros self-driving-car semantic-segmentation

Last synced: 15 Mar 2025

https://github.com/francescosaveriozuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 09 Apr 2025

https://github.com/FrancescoSaverioZuppichini/mirror

Visualisation tool for CNNs in pytorch

deep-learning neural-network python pytorch visualis

Last synced: 08 May 2025

https://github.com/likejazz/siamese-lstm

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

deep-learning keras lstm nlp

Last synced: 21 Jul 2025

https://github.com/mfinzi/equivariant-MLP

A library for programmatically generating equivariant layers through constraint solving

deep-learning equivariance

Last synced: 27 Mar 2025

https://github.com/ltkong218/IFRNet

IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation (CVPR 2022)

deep-learning deep-networks frame-interpolation knowledge-distillation optical-flow pytorch real-time slow-motion video view-synthesis

Last synced: 06 Mar 2025

https://github.com/mfinzi/equivariant-mlp

A library for programmatically generating equivariant layers through constraint solving

deep-learning equivariance

Last synced: 10 Oct 2025

https://github.com/dmmaze/comic-text-detector

Manga&Comic text detection

anime comics computer-vision deep-learning manga-translation object-detection ocr scene-text-detection weak-supervision weakly-supervised-segmentation

Last synced: 08 Jul 2025

https://github.com/kwotsin/tensorflow-enet

TensorFlow implementation of ENet

computer-vision deep-learning machine-learning segmentation tensorflow

Last synced: 09 Apr 2025

https://github.com/clovaai/generative-evaluation-prdc

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

deep-learning diversity evaluation evaluation-metrics fidelity generative-adversarial-network generative-model icml icml-2020 icml2020 machine-learning precision recall

Last synced: 09 Apr 2025

https://github.com/analysiscenter/cardio

CardIO is a library for data science research of heart signals

data-science deep-learning deep-neural-networks healthcare machine-learning python

Last synced: 21 Jan 2026

https://github.com/wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)

deep-learning image-visualization instance-segmentation object-detection semantic-segmentation

Last synced: 15 May 2025

https://github.com/datamllab/pyodds

An End-to-end Outlier Detection System

anomaly-detection database deep-learning machine-learning outlier-detection tdengine time-series time-series-analysis

Last synced: 14 Mar 2025

https://github.com/oxford-cs-deepnlp-2017/practical-1

Oxford Deep NLP 2017 course - Practical 1: word2vec

deep-learning natural-language-processing nlp oxford word2vec

Last synced: 07 Apr 2025

https://github.com/adamdad/dery

[NeurIPS2022] Deep Model Reassembly

ai deep-learning deep-neural-networks machine-learning model-reuse neural-networks neurips-2022 transfer-learning

Last synced: 09 Apr 2025

https://github.com/kohulan/decimer-image_transformer

DECIMER Image Transformer is a deep-learning-based tool designed for automated recognition of chemical structure images. Leveraging transformer architectures, the model converts chemical images into SMILES strings, enabling the digitization of chemical data from scanned documents, literature, and patents.

chemical-image-recognition decimer deep-learning image-data-mining python tensorflow tpu transformers

Last synced: 02 Dec 2025

https://github.com/nicklashansen/rnn_lstm_from_scratch

How to build RNNs and LSTMs from scratch with NumPy.

deep-learning lstm-neural-networks natural-language-processing numpy pytorch recurrent-neural-networks

Last synced: 19 Jul 2025

https://github.com/microsoft/hivedscheduler

Kubernetes Scheduler for Deep Learning

artificial-intelligence containers deep-learning gang-scheduling kubernetes multi-tenancy scheduling

Last synced: 05 Mar 2025

https://github.com/fcakyon/craft-text-detector

Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector

actions anaconda computer-vision craft deep-learning document hacktoberfest linux macos neural-network ocr pypi python pytorch text text-detection vision windows workflow

Last synced: 02 Apr 2025

https://github.com/kabartay/openunivcourses

FREE ML Courses from Top Universities in CS

algorithms computer-science computer-vision deep-learning educational-materials genai llm machine-learning natural-language-processing programming python reinforcement-learning software-engineering

Last synced: 23 Feb 2026

https://github.com/scofield7419/deep-learning-papers-for-fish

a list of pappers in deep learning for new-comes.

deep-learning neural-network papers

Last synced: 14 Feb 2026

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

Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch

artificial-intelligence deep-learning optimizer

Last synced: 05 Apr 2025

https://github.com/dongjunlee/text-cnn-tensorflow

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

classification deep-learning hb-experiment nlp sentiment-analysis tensorflow tensorflow-models text-cnn

Last synced: 17 Mar 2025

https://github.com/atomicarchitects/equiformer

[ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

ai-for-science catalyst-design computational-chemistry deep-learning drug-discovery e3nn equivariant-graph-neural-network equivariant-neural-networks force-fields geometric-deep-learning graph-neural-networks interatomic-potentials machine-learning materials-science molecular-dynamics pytorch

Last synced: 17 Jan 2026

https://github.com/biomedsciai/histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

deep-learning graph-neural-networks healthcare machine-learning pathology pytorch

Last synced: 02 Jan 2026

https://github.com/openucx/ucc

Unified Collective Communication Library

collectives cuda deep-learning hpc infiniband mpi openshmem pgas pytorch roce sharp

Last synced: 16 May 2025

https://github.com/harveyslash/tsne-umap-embedding-visualisation

A Simple and easy to use way to Visualise Embeddings!

deep-learning deep-neural-networks machine-learning tensorflow tutorial visualization

Last synced: 09 Apr 2025

https://github.com/mesutpiskin/id-card-detector

:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

cnn deep-learning faster-rcnn-inception-resnet id-card object-detection python tensorflow

Last synced: 27 Jan 2026

https://github.com/tim-salzmann/l4casadi

Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab

acados casadi cplusplus deep-learning learning-control machine-learning optimization optimization-algorithms python pytorch

Last synced: 05 Apr 2025

https://github.com/BiomedSciAI/histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

deep-learning graph-neural-networks healthcare machine-learning pathology pytorch

Last synced: 06 May 2025

https://github.com/ZichengDuan/TheChosenOne

Unofficial implementation of the paper "The Chosen One: Consistent Characters in Text-to-Image Diffusion Models"

deep-learning diffusion dinov2 generative-art generative-model

Last synced: 27 Mar 2025

https://github.com/cbaziotis/neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

attention attention-mechanism attention-mechanisms attention-scores attention-visualization deep-learning deep-learning-library deep-learning-visualization natural-language-processing nlp self-attention self-attentive-rnn text-visualization visualization vuejs

Last synced: 16 Jan 2026

https://github.com/matthias-wright/flaxmodels

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

deep-learning flax gpt2 jax pretrained-models resnet stylegan2 vgg

Last synced: 15 May 2025

https://github.com/dmlc/gnnlens2

Visualization tool for Graph Neural Networks

deep-learning dgl explainability graph-neural-networks graph-representation-learning graph-visualization pytorch visualization xai

Last synced: 28 Oct 2025

https://github.com/vLAR-group/DM-NeRF

🔥DM-NeRF in PyTorch (ICLR 2023)

3d 3d-computer-vision 3d-editor 3d-reconstruction 3d-segmentation deep-learning iclr2023 nerfs

Last synced: 20 Mar 2025

https://github.com/Aa-bN/AimYolo

AI外挂——基于YOLOv5的射击类游戏瞄准辅助。An AI plug-in - targeting aid for shooting games based on YOLOv5. (AI自瞄, FPS类游戏适用, 附CSGO专用模型, AI cheating, only for learning)

ai deep-learning game yolov5

Last synced: 21 Apr 2025

https://github.com/aptx1231/Traffic-Prediction-Open-Code-Summary

Summary of open source code for deep learning models in the field of traffic prediction

deep-learning estimated-time-of-arrival graph-convolutional-networks graph-neural-networks libcity on-demand on-demand-service open-code open-source paper-list spatio-temporal spatio-temporal-prediction time-series-prediction traffic traffic-accident-prediction traffic-flow-prediction traffic-prediction traffic-speed-prediction trajectory-prediction travel-time-prediction

Last synced: 23 Apr 2025

https://github.com/ahmedfgad/neuralgenetic

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

deep-learning genetic-algorithm neural-networks optimization pygad python

Last synced: 16 Aug 2025

https://github.com/sushant097/Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

blstm cnn crnn-tensorflow ctc-loss deep-learning deep-neural-networks handwritten-text-recognition iam-dataset python3 recurrent-neural-network tensorflow

Last synced: 10 Apr 2025

https://github.com/probabilists/zuko

Normalizing flows in PyTorch

deep-learning density-estimation generative-model normalizing-flows probability torch

Last synced: 14 Dec 2025

https://github.com/fehimornek/DeepForSpeed

ConvNet learns to play Need For Speed

convolutional-neural-networks deep-learning neural-network self-driving-car

Last synced: 19 Jul 2025

https://github.com/wjn1996/hugnlp

HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab

code-understanding deep-learning few-shot-learning knowledge-enhancement natural-language-processing pre-trained-language-models prompt-based-learning pytorch semi-supervised-learning supervised-learning transformers

Last synced: 09 Apr 2025

https://github.com/dabasajay/Image-Caption-Generator

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

attention attention-mechanism attention-model beam-search bleu bleu-score caption-generation captioning-images cnn-keras convolutional-neural-networks deep-learning flickr-8k flickr-dataset image-caption image-captioning inception-v3 inceptionv3 lstm recurrent-neural-networks vgg16

Last synced: 16 May 2026

https://github.com/notAI-tech/fastPunct

Punctuation restoration and spell correction experiments.

attention auto-punctuation deep-learning nlp punctuation punctuation-correction punctuation-marks punctuation-restoration spellchecker spelling-correction text text-correction

Last synced: 22 Jul 2025

https://github.com/syamkakarla98/satellite_imagery_analysis

Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.

3d-cnn analysis classification clustering data-analysis data-visualization deep-learning find-insights hacktoberfest hacktoberfest-accepted mahine-learning python python3 remote-sensing satellite-data satellite-imagery satellite-imagery-analysis

Last synced: 09 Apr 2025

https://github.com/github-hongweizhang/prediction-flow

Deep-Learning based CTR models implemented by PyTorch

attention attention-mechanism ctr ctr-models ctr-prediction deep-learning deepfm deepinterestevolutionnetwork deepinterestnetwork deepneuralnetworks dien din dnn machine-learning prediction-flow pytorch recommendation torch wide-and-deep

Last synced: 06 Apr 2025

https://github.com/malllabiisc/RESIDE

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

deep-learning distant-supervision graph-convolutional-networks natural-language-processing neural-relation-extraction relation-extraction

Last synced: 02 Apr 2025

https://github.com/snap-research/mocogan-hd

[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis

deep-learning gan image-generation video-generation

Last synced: 06 May 2025

https://github.com/chaosprint/raveforce

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

deep-learning deep-reinforcement-learning music-generation supercollider

Last synced: 07 Apr 2025

https://github.com/snap-research/MoCoGAN-HD

[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis

deep-learning gan image-generation video-generation

Last synced: 16 May 2026

https://github.com/ahmedfgad/NeuralGenetic

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

deep-learning genetic-algorithm neural-networks optimization pygad python

Last synced: 08 May 2025

https://github.com/appinho/SARosPerceptionKitti

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

cpp dbscan deep-learning deeplab evaluation kitti kitti-dataset multi-object-tracking object-detection python ros ros-kinetic ros-node ros-nodes ros-packages rosbag rviz semantic-segmentation sensor-fusion unscented-kalman-filter

Last synced: 05 May 2025

https://github.com/nvidia/earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

climate deep-learning weather

Last synced: 29 Oct 2025

https://github.com/voxel51/voxelgpt

AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

artificial-intelligence chatgpt computer-vision data-science deep-learning fiftyone langchain llm machine-learning openai python

Last synced: 26 Jun 2025

https://github.com/L0SG/relational-rnn-pytorch

An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.

deep-learning deepmind language-model language-modeling pytorch recurrent-neural-networks self-attention transformer word-language-model

Last synced: 19 Jul 2025

https://github.com/kazuhito00/naruto-handsigndetection

物体検出を用いてNARUTOの印(子～亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、YOLOXを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use YOLOX.)

deep-learning deep-neural-networks efficientdet handsign mobilenetv2-ssd naruto naruto-handsigndetection object-detection opencv tensorflow-lite tensorflow2

Last synced: 01 Aug 2025

https://github.com/adriangb/scikeras

Scikit-Learn API wrapper for Keras.

data-science deep-learning deep-neural-networks keras machine-learning python scikit-learn tensorflow wrappers

Last synced: 14 May 2025

https://github.com/l0sg/relational-rnn-pytorch

An implementation of DeepMind's Relational Recurrent Neural Networks (NeurIPS 2018) in PyTorch.

deep-learning deepmind language-model language-modeling pytorch recurrent-neural-networks self-attention transformer word-language-model

Last synced: 10 Mar 2026

https://github.com/openfoodfacts/openfoodfacts-ai

This is a tracking repo for all our AI projects. 🍕 🤖🍼

artificial-intelligence computer-vision deep-learning food machine-learning neural-network nlp nutrition packaging photogrammetry prediction

Last synced: 16 May 2025

https://github.com/Kazuhito00/NARUTO-HandSignDetection

deep-learning deep-neural-networks efficientdet handsign mobilenetv2-ssd naruto naruto-handsigndetection object-detection opencv tensorflow-lite tensorflow2

Last synced: 18 Jul 2025

https://github.com/cmsflash/efficient-attention

An implementation of the efficient attention module.

attention-mechanism computer-vision deep-learning paper paper-implementation paper-open-source

Last synced: 14 Feb 2026

https://github.com/ChibaniMohamed/Polaris

Face recognition attendance system .

computer-vision deep-learning face-detection face-recognition gui hud image-processing machine-learning opencv opencv-python polaris pyqt5 python python3

Last synced: 17 Apr 2025

https://github.com/recursionpharma/gflownet

GFlowNet library specialized for graph & molecular data

deep-learning gflownet graph-neural-network pytorch

Last synced: 06 Feb 2026

https://github.com/asyml/forte

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/

data-processing deep-learning information-retrieval machine-learning natural-language natural-language-processing pipeline python text-data

Last synced: 04 Apr 2025

https://github.com/mctorch/mctorch

A manifold optimization library for deep learning

deep-learning manifold-optimization

Last synced: 07 May 2025

https://github.com/inferno-pytorch/inferno

A utility library around PyTorch

deep-learning neural-networks pytorch

Last synced: 21 Oct 2025

https://github.com/cesarsouza/keras-sharp

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

deep-learning keras machine-learning neural-networks tensorflow

Last synced: 10 Apr 2025

https://github.com/mead-ml/mead-baseline

Deep-Learning Model Exploration and Development for NLP

baseline bert classification convolutional-neural-networks deep-learning deep-learning-architectures experimentation hacktoberfest keras language-model machine-learning nlp nlp-tasks pytorch recurrent-neural-networks seq2seq tensorflow transformers visdom

Last synced: 06 Apr 2025

https://github.com/abhijitbendale/OSDN

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

deep-learning extract-features open-set openmax softmax softmax-regression

Last synced: 05 Apr 2025

https://github.com/ml-energy/zeus

Deep Learning Energy Measurement and Optimization

deep-learning energy mlsys

Last synced: 31 Mar 2025

https://github.com/harujoh/KelpNet

Pure C# machine learning framework

csharp deep-learning dotnet gpu machine-learning neural-network onnx opencl

Last synced: 29 Apr 2025

https://github.com/CVMI-Lab/PLA

(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding & (CVPR2024) RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding

3d-scene-understanding cvpr2023 deep-learning open-vocabulary open-world

Last synced: 20 Mar 2025