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/msracver/deep-exemplar-based-colorization

The source code of "Deep Exemplar-based Colorization".

colorization deep-learning exempler-based

Last synced: 05 Apr 2025

https://github.com/business-science/modeltime

Modeltime unlocks time series forecast models and machine learning in one framework

arima data-science deep-learning ets forecasting machine-learning machine-learning-algorithms modeltime prophet r-package tbats tidymodeling tidymodels time time-series time-series-analysis timeseries timeseries-forecasting

Last synced: 08 Apr 2025

https://github.com/Bartzi/stn-ocr

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

convolutional-neural-networks deep-learning end-to-end mxnet semi-supervised-learning text-recognition

Last synced: 02 Apr 2025

https://github.com/raskr/rust-autograd

Tensors and differentiable operations (like TensorFlow) in Rust

autograd automatic-differentiation deep-learning machine-learning neural-networks rust tensor

Last synced: 07 Apr 2026

https://github.com/skalskip/sports

Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

computer-vision deep-learning deep-neural-networks gpt-4 gpt-4-vision object-detection prompt-engineering pytorch sports-analytics tutorial yolov5 yolov7

Last synced: 05 Apr 2025

https://github.com/isarandi/metrabs

Estimate absolute 3D human poses from RGB images.

3d-human-pose computer-vision deep-learning human-pose-estimation machine-learning motion-capture tensorflow tensorflow2

Last synced: 05 Apr 2025

https://github.com/rwightman/posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

deep-learning human-pose-estimation tensorflow

Last synced: 05 Apr 2025

https://github.com/xingangpan/deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

deep-learning gan generative-adversarial-network image-manipulation image-prior image-restoration

Last synced: 05 Apr 2025

https://github.com/aleximmer/Laplace

Laplace approximations for Deep Learning.

approximate-bayesian-inference deep-learning laplace-approximation neural-network

Last synced: 26 Mar 2025

https://github.com/yihongXU/deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

deep-learning multi-object-tracking python pytorch

Last synced: 05 May 2025

https://github.com/NTMC-Community/MatchZoo-py

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network pytorch text text-matching

Last synced: 08 May 2025

https://github.com/kubedl-io/kubedl

Run your deep learning workloads on Kubernetes more easily and efficiently.

container deep-learning inference kubernetes machine-learning model scheduling

Last synced: 08 May 2025

https://github.com/neo-ai/neo-ai-dlr

Neo-AI-DLR is a common runtime for machine learning models compiled by AWS SageMaker Neo, TVM, or TreeLite.

deep-learning machine-learning

Last synced: 08 Apr 2026

https://github.com/ntmc-community/matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network pytorch text text-matching

Last synced: 16 May 2025

https://github.com/satojkovic/DeepLogo

A brand logo detection system using tensorflow object detection API.

brand-logo-detection cnn convolutional-neural-networks deep-learning object-detection object-detection-api tensorflow

Last synced: 13 Jul 2025

https://github.com/safe-graph/GNN-FakeNews

A collection of GNN-based fake news detection models.

benchmarking deep-learning fakenewsdetection graphneuralnetwork machine-learning misinformation social-media social-network-analysis

Last synced: 21 Jul 2025

https://github.com/kaushalshetty/Structured-Self-Attention

A Structured Self-attentive Sentence Embedding

attention attention-mechanism attention-model attention-weights classification deep-learning python3 pytorch self-attention self-attentive-rnn sentence-embeddings visualization

Last synced: 14 Jul 2025

https://github.com/FangjinhuaWang/PatchmatchNet

Official code of PatchmatchNet (CVPR 2021 Oral)

3d-reconstruction deep-learning multi-view-stereo

Last synced: 08 May 2025

https://github.com/cszn/FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

cnn convolutional-neural-network deep-learning image-denoising image-restoration

Last synced: 02 Apr 2025

https://github.com/Neutone/neutone_sdk

Join the community on Discord for more discussions around Neutone! https://discord.gg/VHSMzb8Wqp

ai audio audio-plugin deep-learning machine-learning music python pytorch realtime-audio sdk vst

Last synced: 04 Apr 2025

https://github.com/cszn/ffdnet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

cnn convolutional-neural-network deep-learning image-denoising image-restoration

Last synced: 05 Apr 2025

https://github.com/adambielski/CapsNet-pytorch

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

capsnet capsules deep-learning dynamic-routing-between-capsules machine-learning mnist pytorch

Last synced: 19 Jul 2025

https://github.com/spotty-cloud/spotty

Training deep learning models on AWS and GCP instances

aws deep-learning docker gcp google-cloud gpu sagemaker spot-instances

Last synced: 13 Jul 2025

https://github.com/wvangansbeke/sparse-depth-completion

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]

computer-vision deep-learning depth-completion depth-prediction kitti lidar noisy-data pytorch sensor-fusion

Last synced: 05 Apr 2025

https://github.com/kyegomez/zeta

Build high-performance AI models with modular building blocks

artificial-intelligence deep-learning gpt4 llama2 longnet multi-agent-systems multi-modal multi-modal-learning multi-platform pytorch speech-recognition transformer transformers

Last synced: 14 May 2025

https://github.com/marcoforte/fba_matting

Official repository for the paper F, B, Alpha Matting

alphamatting computer-vision deep-image-matting deep-learning deep-matting fba-matting matting pytorch

Last synced: 14 Jan 2026

https://github.com/adambielski/capsnet-pytorch

PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules

capsnet capsules deep-learning dynamic-routing-between-capsules machine-learning mnist pytorch

Last synced: 05 Apr 2025

https://github.com/shawnwun/RNNLG

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

benchmark-datasets deep-learning dialogue dialogue-generation dialogue-systems machine-learning natural-language-generation natural-language-processing nlg-dataset

Last synced: 14 May 2025

https://github.com/apple/ml-mdm

Train high-quality text-to-image diffusion models in a data & compute efficient manner

deep-learning diffusion-models large-scale-vision-models machine-learning pytorch

Last synced: 08 Oct 2025

https://github.com/sthalles/pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol deep-learning pytorch representation-learning self-supervised-learning simclr unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/SwanHubX/SwanLab

⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本，日志记录与可视化AI训练全流程。

data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization

Last synced: 05 Mar 2025

https://github.com/lucidrains/itransformer

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

artificial-intelligence attention-mechanisms deep-learning time-series-forecasting transformers

Last synced: 15 May 2025

https://github.com/kuanghuei/scan

PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)

computer-vision cross-modal deep-learning image-captioning neural-network pytorch visual-semantic

Last synced: 24 Jun 2025

https://github.com/giddyyupp/ganilla

Official Pytorch implementation of GANILLA

deep-learning gan gans generative-adversarial-network illustration illustration-drawing illustrations illustrator image-to-image-translation pytorch

Last synced: 19 Jul 2025

https://github.com/AnubhavGupta3377/Text-Classification-Models-Pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

attention classification convolutional-neural-networks deep-learning fasttext nlp pytorch rcnn recurrent-neural-networks seq2seq transformer

Last synced: 06 May 2025

https://github.com/diyer22/bpycv

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

6dof-pose blender blender-cv blender-python computer-vision data-synthesis dataset-generation deep-learning depth instance-segmentation synthetic-datasets ycb

Last synced: 04 Sep 2025

https://github.com/zhou13/lcnn

LCNN: End-to-End Wireframe Parsing

cnn corner corner-detection corner-detector deep-learning deep-neural-networks line line-detection line-detector pytorch wireframe

Last synced: 20 Nov 2025

https://github.com/rentruewang/learning-machine

A handbook for ML built on answers.

deep-learning handbooks machine-learning

Last synced: 15 Mar 2025

https://github.com/happynear/amsoftmax

A simple yet effective loss function for face verification.

deep-learning face-recognition loss-functions metric-learning softmax

Last synced: 26 Jan 2026

https://github.com/tiger-ai-lab/anyv2v

Code and data for "AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks" (TMLR 2024)

deep-learning generative-ai image-editing image-to-video-generation pytorch video-editing video-synthesis

Last synced: 13 Jun 2025

https://github.com/sjchoi86/bayes-nn

Lecture notes on Bayesian deep learning

deep-learning probability-theory variational-inference

Last synced: 15 Feb 2026

https://github.com/hamelsmu/code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

code-search data-science deep-learning fastai keras machine-learning machine-learning-on-source-code ml-on-code natural-language-processing nlp python pytorch search search-algorithm searching-algorithms semantic-search semantic-search-engine tensorflow tutorial

Last synced: 19 Jun 2025

https://github.com/abhshkdz/neural-vqa

:grey_question: Visual Question Answering in Torch

computer-vision deep-learning natural-language-processing torch

Last synced: 06 Apr 2025

https://github.com/srush/annotated-s4

Implementation of https://srush.github.io/annotated-s4

deep-learning jax

Last synced: 05 Apr 2025

https://github.com/griegler/octnet

OctNet: Learning Deep 3D Representations at High Resolutions

3d deep-learning octree python torch

Last synced: 20 Mar 2025

https://github.com/shekit/alexa-sign-language-translator

A project to make Amazon Echo respond to sign language using your webcam

alexa deep-learning javascript tensorflow tensorflow-js tensorflowjs

Last synced: 05 Apr 2025

https://github.com/daniilrobnikov/vits2

VITS2: Improving Quality and Efficiency of Single-Stage Text-to-Speech with Adversarial Learning and Architecture Design

deep-learning pytorch speech speech-synthesis text-to-speech tts vits2 voice-conversion

Last synced: 17 Mar 2025

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

Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.

dashboard deep-learning visualization

Last synced: 19 Feb 2026

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

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

artificial-intelligence attention-mechanism deep-learning dna-sequences gene-expression genomics transformer

Last synced: 15 May 2025

https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0

StyleGAN 2 in Tensorflow 2.0

deep-learning gan stylegan

Last synced: 03 Apr 2025

https://github.com/kaiyangzhou/pytorch-vsumm-reinforce

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

computer-vision deep-learning machine-learning policy-network reinforcement-learning unsupervised-learning video-summarization

Last synced: 05 Apr 2025

https://github.com/amitkaps/recommendation

Recommendation System using ML and DL

colloborative-filtering deep-learning hybrid-recommender primer recsys workshop

Last synced: 05 Apr 2025

https://github.com/dougsm/ggcnn

Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)

deep-learning grasping robotics

Last synced: 08 May 2025

https://srush.github.io/annotated-s4/

Implementation of https://srush.github.io/annotated-s4

deep-learning jax

Last synced: 20 Mar 2025

https://github.com/anantzoid/Conditional-PixelCNN-decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

convolution deep-learning deepmind generative-algorithm paper tensorflow

Last synced: 19 Jul 2025

https://github.com/salesforce/matchbox

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

deep-learning minibatch nlp pytorch

Last synced: 07 May 2025

https://github.com/ardamavi/Game-Bot

Artificial intelligence learn playing any game with watching you.

artificial-intelligence deep-learning keras tensorflow

Last synced: 12 Apr 2025

https://github.com/liuziwei7/fashion-detection

Fashion Detection in the Wild (Deep Clothes Detector)

clothes-detection clothes-detector computer-vision deep-learning vision-for-fashion

Last synced: 13 May 2025

https://github.com/khanhnamle1994/natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

deep-learning glove machine-learning natural-language-processing word2vec

Last synced: 05 Apr 2025

https://github.com/amirassov/kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

computer-vision deep-learning hybrid-task-cascade imaterialist instance-segmentation kaggle kaggle-imaterialist mmdetection object-detection pytorch

Last synced: 28 Mar 2025

https://github.com/danielegrattarola/keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

attention-mechanism cora-dataset deep-learning graph graph-attention-networks keras python

Last synced: 05 Apr 2025

https://github.com/salesforce/warp-drive

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

cuda deep-learning gpu high-throughput multiagent-reinforcement-learning numba pytorch reinforcement-learning

Last synced: 16 May 2025

https://github.com/vikasverma1077/manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

data-augumentation deep-learning deep-neural-networks icml2019 pytorch regularization supervised-learning supervised-machine-learning

Last synced: 03 Apr 2025

https://github.com/mahmoodlab/TRIDENT

Toolkit for large-scale whole-slide image processing.

deep-learning foundation-model foundation-models-for-pathology histology pathology whole-slide-image

Last synced: 24 Feb 2026

https://github.com/SkalskiP/sports

Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

computer-vision deep-learning deep-neural-networks gpt-4 gpt-4-vision object-detection prompt-engineering pytorch sports-analytics tutorial yolov5 yolov7

Last synced: 06 Apr 2025

https://github.com/materialsvirtuallab/megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

deep-learning graph-networks keras machine-learning materials-science tensorflow

Last synced: 07 Oct 2025

https://github.com/anantzoid/conditional-pixelcnn-decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

convolution deep-learning deepmind generative-algorithm paper tensorflow

Last synced: 05 Apr 2025

https://github.com/megengine/megcc

MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

arm compiler deep-learning high-performance machine-learning mlir model-compiler

Last synced: 15 May 2025

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

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

activation-functions artificial-intelligence deep-learning

Last synced: 12 Apr 2025

https://github.com/ibaigorordo/pykinectazure

Python library to run Kinect Azure DK SDK functions

azure-kinect azure-kinect-dk azure-kinect-sdk body-tracking deep-learning depth-camera k4a k4abt kinect kinect-azure opencv opencv-python python python3

Last synced: 16 May 2025

https://github.com/open-edge-platform/datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

coco computer-vision dataset datasets deep-learning format-converter imagenet neural-networks openvino-toolkit pascal-voc yolo

Last synced: 06 May 2025

https://github.com/nv-tlabs/steal

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

annotation cvpr2019 deep-learning devil-is-in-the-edges nv-tlabs pytorch semantic-boundaries semantic-segmentation steal

Last synced: 05 Apr 2025

https://github.com/LinXueyuanStdio/LaTeX_OCR

:gem: 数学公式识别 Math Formula OCR

deep-learning latex ocr

Last synced: 14 Apr 2025

https://github.com/davidbrai/deep-learning-traffic-lights

Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge

caffe deep-learning recognize-traffic-lights

Last synced: 19 Jul 2025

https://github.com/chengchingwen/Transformers.jl

Julia Implementation of Transformer models

attention deep-learning flux machine-learning natural-language-processing nlp transformer

Last synced: 04 May 2025

https://github.com/nshaud/deepnetsforeo

Deep networks for Earth Observation

caffe deep-learning deep-network remote-sensing

Last synced: 05 Apr 2025

https://github.com/chengchingwen/transformers.jl

Julia Implementation of Transformer models

attention deep-learning flux machine-learning natural-language-processing nlp transformer

Last synced: 16 May 2025

https://github.com/guanfuchen/video_obj

基于视频的目标检测算法研究华为媒体研究院图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165 https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

cnn deep-learning object-detection video-object-detection

Last synced: 27 Apr 2025

https://github.com/amusi/ai-job-resume

AI 算法岗简历模板

artificial-intelligence computer-vision deep-learning natural-language-processing resume

Last synced: 26 Dec 2025

https://github.com/aliaksandrsiarohin/monkey-net

Animating Arbitrary Objects via Deep Motion Transfer

animation deep-learning video

Last synced: 05 Apr 2025

https://github.com/samuela/git-re-basin

Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"

deep-learning deeplearning jax machine-learning neural-networks

Last synced: 05 Apr 2025

https://github.com/microsoft/archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

automated-machine-learning automl darts deep-learning hyperparameter-optimization machine-learning model-compression nas neural-architecture-search petridish python pytorch

Last synced: 16 May 2025

https://github.com/triton-inference-server/model_analyzer

Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.

deep-learning gpu inference performance-analysis

Last synced: 14 May 2025

https://github.com/aqibsaeed/human-activity-recognition-using-cnn

Convolutional Neural Network for Human Activity Recognition in Tensorflow

android cnn convolutional-neural-networks deep-learning human-activity-recognition notebook tensorflow

Last synced: 05 Apr 2025

https://github.com/devsisters/pointer-network-tensorflow

TensorFlow implementation of "Pointer Networks"

deep-learning pointer-networks tensorflow

Last synced: 06 Apr 2025

https://github.com/basveeling/pcam

The PatchCamelyon (PCam) deep learning classification benchmark.

benchmark dataset deep-learning deep-learning-datasets pathology

Last synced: 04 Apr 2025

https://github.com/aqibsaeed/Human-Activity-Recognition-using-CNN

Convolutional Neural Network for Human Activity Recognition in Tensorflow

android cnn convolutional-neural-networks deep-learning human-activity-recognition notebook tensorflow

Last synced: 06 Apr 2025

https://github.com/TRI-ML/dd3d

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.

computer-vision deep-learning pytorch

Last synced: 20 Mar 2025

https://github.com/cure-lab/MagicDrive

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”

autonomous-vehicles deep-learning diffusion-models image-generation pytorch video-generation

Last synced: 20 Mar 2025

https://github.com/tri-ml/dd3d

Official PyTorch implementation of DD3D: Is Pseudo-Lidar needed for Monocular 3D Object detection? (ICCV 2021), Dennis Park*, Rares Ambrus*, Vitor Guizilini, Jie Li, and Adrien Gaidon.

computer-vision deep-learning pytorch

Last synced: 05 Apr 2025

https://github.com/archinetai/surgeon-pytorch

A library to inspect and extract intermediate layers of PyTorch models.

artificial-intelligence deep-learning pytorch

Last synced: 04 Apr 2025

https://github.com/poets-ai/elegy

A High Level API for Deep Learning in JAX

deep-learning jax

Last synced: 12 Apr 2025

https://github.com/uclaacmai/Generative-Adversarial-Network-Tutorial

Tutorial on creating your own GAN in Tensorflow

deep-learning generative-adversarial-network jupyter-notebook tensorflow

Last synced: 19 Jul 2025

https://github.com/conceptofmind/lamda-rlhf-pytorch

Open-source pre-training implementation of Google's LaMDA in PyTorch. Adding RLHF similar to ChatGPT.

artificial-intelligence attention-mechanism deep-learning human-feedback machine-learning reinforcement-learning transformers

Last synced: 21 Apr 2025

https://github.com/hkchengrex/mivos

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

computer-vision cvpr2021 deep-learning interactive-segmentation pytorch segmentation video-object-segmentation video-segmentation

Last synced: 08 Apr 2025

https://github.com/tissueimageanalytics/tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

cell-classification cell-segmentation computational-pathology deep-learning digital-pathology histopathology image-analysis machine-learning medical-image-analysis python stain-normalization tissue-analysis tissue-segmentation whole-slide-imaging

Last synced: 21 Oct 2025

https://github.com/keon/deepstock

Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

deep-learning stock stock-market technical-experimentations

Last synced: 05 Apr 2025

https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer