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: 2026-07-02 00:07:57 UTC
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https://github.com/nvidia-ai-iot/ros2_deepstream

ROS 2 package for NVIDIA DeepStream applications on Jetson Platforms

deep-learning deepstream eloquent jetson real-time robotics ros2

Last synced: 05 Mar 2026

https://github.com/kevalmorabia97/cova-web-object-detection

A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!

attention computer-vision convolutional-neural-networks deep-learning graph-attention-networks graph-convolutional-networks information-extraction multimodal-learning object-detection pytorch visual-attention

Last synced: 07 Apr 2025

https://github.com/saizk/deep-learning-for-solar-panel-recognition

CNN models for Solar Panel Detection and Segmentation in Aerial Images.

cnn computer-vision deep-learning google-maps image-segmentation object-detection pv-systems solar-panels

Last synced: 19 Aug 2025

https://github.com/subodh-malgonde/vehicle-detection

Detect vehicles in a video

convolutional-neural-networks deep-learning self-driving-car vehicle-detection yolo yolov1 yolov1-keras

Last synced: 21 Apr 2025

https://github.com/cedrickchee/data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

data-science deep-learning fastai kaggle keras machine-learning notebooks numpy pandas python pytorch tensorflow

Last synced: 07 May 2025

https://github.com/khanhnamle1994/complete-guide-to-deep-learning

This guide is for those who know some math, know some programming language and now want to dive deep into deep learning

artificial-intelligence deep-learning machine-learning neural-networks

Last synced: 25 Apr 2025

https://github.com/cxhernandez/molencoder

Molecular AutoEncoder in PyTorch

autoencoder computational-chemistry deep-learning python pytorch

Last synced: 09 Oct 2025

https://github.com/jonhue/activeft

PyTorch library for Active Fine-Tuning

active-fine-tuning active-inference active-learning artificial-intelligence data-loader data-retrieval deep-learning fine-tuning machine-learning python pytorch

Last synced: 29 Oct 2025

https://github.com/sylvaticus/betaml.jl

Beta Machine Learning Toolkit

ai artificial-intelligence autoencoder classification clustering data-science decision-trees deep-learning feature-importance imputation julia machine-learning ml neural-networks pca random-forest regression

Last synced: 17 Mar 2025

https://github.com/dudeperf3ct/dl_notebooks

This repo contains all the notebooks mentioned in blog.

allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp

Last synced: 14 Jun 2025

https://github.com/dgriffiths3/pointnet2-tensorflow2

Pointnet++ modules implemented as tensorflow 2 keras layers.

classification deep-learning point-cloud pointnet pointnet2 segmentation tensorflow tensorflow2

Last synced: 18 Mar 2025

https://github.com/bogdan-kulynych/textfool

Plausible looking adversarial examples for text classification

adversarial-machine-learning adversarial-samples deep-learning machine-learning

Last synced: 30 Dec 2025

https://github.com/nkicsl/Fundus_Review

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

Last synced: 02 Feb 2026

https://github.com/chaofwang/npair_loss_pytorch

Improved Deep Metric Learning with Multi-class N-pair Loss Objective

deep-learning metric-learning

Last synced: 14 Apr 2025

https://github.com/qengineering/yolov7-ncnn-raspberry-pi-4

YoloV7 for a bare Raspberry Pi using ncnn.

deep-learning ncnn ncnn-framework ncnn-model orange-pi-5 raspberry-pi-4 raspberry-pi-64-os rock-5 rock-pi-5 yolov7 yolov7-tiny

Last synced: 22 Jun 2025

https://github.com/masadcv/fastgeodis

Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)

deep-learning gpu pytorch

Last synced: 04 Aug 2025

https://github.com/polyaxon/mloperator

Machine learning operator & controller for Kubernetes

dask deep-learning k8s keras kubernetes kubernetes-operator machine-learning mlops mpi mxnet notebook pytorch scikit-learn spark tensorboard tensorflow xgboost

Last synced: 03 Mar 2025

https://github.com/AIVFI/Video-Frame-Interpolation-Rankings-and-Video-Deblurring-Rankings

Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIFT VFIMamba VFIT VIDUE VRT

artificial-intelligence computer-vision deblurring deep-learning frame-interpolation interpolation low-level-vision machine-learning motion-blur motion-deblurring ncnn restoration rife tensorrt vapoursynth video-deblurring video-frame-interpolation video-interpolation video-processing video-restoration

Last synced: 06 Mar 2025

https://github.com/machine-learning-tokyo/mlt_starterkit

deep-learning machine-learning

Last synced: 29 Jan 2026

https://github.com/kakaobrain/helo-word

Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA Shared Task

deep-learning fairseq grammatical-error-correction nlp pre-training transfer-learning transformer

Last synced: 24 Apr 2025

https://github.com/pcyin/pytorch_basic_nmt

A simple yet strong implementation of neural machine translation in pytorch

deep-learning natural-language-processing neural-machine-translation pytorch pytorch-implmention

Last synced: 13 Mar 2026

https://github.com/pfnet-research/graph-nvp

GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

chainer chemistry deep-learning generative-model graph-convolutional-networks invertible-neural-networks neural-network python

Last synced: 13 Oct 2025

https://github.com/lihanghang/Deep-learning-And-Paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

ai automl book deep-learning meachinelearning papers sentiment-classification speaker-verification speech-recognition speech-to-text

Last synced: 20 Nov 2025

https://github.com/haoheliu/torchsubband

Pytorch implementation of subband decomposition

deep-learning music-source-separation signal-processing speech-enhancement speech-processing speech-recognition

Last synced: 28 Dec 2025

https://github.com/robert80203/HuPR-A-Benchmark-for-Human-Pose-Estimation-Using-Millimeter-Wave-Radar

The official implementation of HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave Radar

computer-vision deep-learning millimeter-wave radar

Last synced: 18 Nov 2025

https://github.com/paiml/aprender

Next Generation Machine Learning, Statistics and Deep Learning in PURE Rust

deep-learning ml models paiml-monorepo rust sovereign-ai statistics

Last synced: 14 May 2026

https://github.com/kurianbenoy/Indic-Subtitler

Open source subtitling platform 💻 for transcribing and translating videos/audios in Indic languages.

asr deep-learning fastapi faster-whisper inference nextjs openai quantization speech-recognition speech-to-text transformers vegam-whisper webapp whisper whisperx

Last synced: 11 Feb 2026

https://github.com/Coderx7/SimpleNet

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

cnn-model cnn-pytorch convolutional-neural-networks deep-learning fast-net image-classification imagenet pytorch simplenet

Last synced: 05 Apr 2025

https://github.com/tokestermw/text-gan-tensorflow

TensorFlow GAN implementation using Gumbel Softmax

artificial-intelligence deep-learning gan gumbel-softmax language-model python tensorflow tensorflow-gan

Last synced: 13 Apr 2025

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

My attempt at implementing CapsNet from the paper Dynamic Routing Between Capsules

convolutional-neural-networks deep-learning pytorch

Last synced: 21 Aug 2025

https://github.com/008karan/PAN_OCR

Building OCR using YOLO and Tesseract

deep-learning ocr tesseract yolo

Last synced: 21 Apr 2025

https://github.com/avinashpaliwal/deep-slomo

Official PyTorch implementation of "Deep Slow Motion Video Reconstruction with Hybrid Imaging System" (TPAMI)

convolutional-neural-networks deep-learning deep-slomo dual-cameras frame-interpolation hybrid-imaging pytorch pytorch-implementation slomo slow-motion super-resolution video-frame-interpolation video-super-resolution

Last synced: 11 Mar 2026

https://github.com/scut-aitcm/Competitive-Inner-Imaging-SENet

Source code of paper: (not available now)

attention-mechanism computer-vision deep-learning mxnet residual-networks

Last synced: 16 Apr 2025

https://github.com/sophiefy/StellaVoiceChanger

Deep-learning-based voice changer, supporting local inference.

deep-learning python pytorch voice-conversion

Last synced: 12 May 2025

https://github.com/buxihuo/OW-YOLO

Detect known and unknown objects in the open world（具有区分已知与未知能力的全新检测器））

autolabel deep-learning object-detection open-world open-world-detection pytorch unknown yolo yolov5 yolov8

Last synced: 21 Apr 2025

https://github.com/polarbean/deepslice

A python package which aligns histology to the Allen Brain Atlas and Waxholm rat atlas using deep learning.

automation brain-imaging brainmap brainmaps deep-learning histological-images histology machine-learning neuroscience python

Last synced: 19 Apr 2025

https://github.com/madrugado/attention-based-aspect-extraction

Code for unsupervised aspect extraction, using Keras and its Backends

aspect-extraction deep-learning keras topic-modeling unsupervised-learning

Last synced: 04 Oct 2025

https://github.com/edvardlindelof/graph-neural-networks-for-drug-discovery

astrazeneca deep-learning drug-discovery graph-neural-networks pytorch

Last synced: 27 Mar 2025

https://github.com/thudm/grb

Graph Robustness Benchmark: A scalable, unified, modular, and reproducible benchmark for evaluating the adversarial robustness of Graph Machine Learning.

adversarial-attacks deep-learning graph-neural-networks machine-learning pytorch

Last synced: 24 Jul 2025

https://github.com/takashiishida/flooding

[ICML 2020] code for the flooding regularizer proposed in "Do We Need Zero Training Loss After Achieving Zero Training Error?"

deep-learning pytorch

Last synced: 11 Apr 2025

https://github.com/lantiga/pytorch2c

A Python module for compiling PyTorch graphs to C

compiled-graphs deep-learning graph python pytorch tensor

Last synced: 30 Apr 2025

https://github.com/shinjayne/shinTB

Textboxes : Image Text Detection Model : python package (tensorflow)

cnn deep-learning detection ssd tensorflow text-detection textboxes

Last synced: 02 Apr 2025

https://github.com/xuantie-rv/csi-nn2

An optimized neural network operator library for chips base on Xuantie CPU.

deep-learning inference-engine neural-network risc-v riscv riscv-assembly

Last synced: 28 Feb 2026

https://github.com/lucidrains/lie-transformer-pytorch

Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch

artificial-intelligence attention-mechanism deep-learning equivariance se3 transformer

Last synced: 14 Apr 2025

https://github.com/jveitchmichaelis/edgetpu-yolo

Minimal-dependency Yolov5 and Yolov8 export and inference demonstration for the Google Coral EdgeTPU

deep-learning edgetpu edgetpu-exporter google-coral yolov5s

Last synced: 25 Oct 2025

https://github.com/hpprc/llm-lora-classification

LLMとLoRAを用いたテキスト分類

deep-learning llm lora nlp

Last synced: 18 Oct 2025

https://github.com/khanhnamle1994/deep-learning

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

computer-vision convolutional-neural-networks deep-learning natural-language-processing recurrent-neural-networks tensorflow

Last synced: 25 Apr 2025

https://github.com/archsyscall/aquvitae

Knowledge Distillation Toolkit

deep-learning knowledge-distillation light-weight machine-learning model-compression pytorch tensorflow

Last synced: 02 Apr 2026

https://github.com/ai4iacts/hexagdly

Process hexagonally sampled data with PyTorch

deep-learning hexagonal-grids pytorch

Last synced: 14 Apr 2025

https://github.com/kanchitank/medibuddy-smart-disease-predictor

Multiple disease prediction such as Diabetes, Heart disease, Kidney disease, Breast cancer, Liver disease, Malaria, and Pneumonia using supervised machine learning and deep learning algorithms.

breast-cancer-prediction classification-model cnn deep-learning diabetes-prediction heart-disease-prediction kidney-disease-prediction liver-disease-prediction machine-learning malaria-prediction multiple-disease-prediction neural-networks pneumonia-prediction

Last synced: 21 Jul 2025

https://github.com/muxamilian/duralava

duralava is a neural network which can simulate a lava lamp in an infinite loop.

deep-learning gan machine-learning neural-network physics-simulation rnn

Last synced: 11 Oct 2025

https://github.com/oxwhirl/treeqn

deep-learning deep-reinforcement-learning openai-gym pytorch reinforcement-learning

Last synced: 14 Apr 2025

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

Implementation of NWT, audio-to-video generation, in Pytorch

artificial-intelligence audio deep-learning video-generation

Last synced: 14 Apr 2025

https://github.com/google-research/hyperbo

Pre-trained Gaussian processes for Bayesian optimization

bayesian-methods bayesian-optimization deep-learning hyperparameter-tuning machine-learning

Last synced: 06 Apr 2025

https://github.com/deepgraphlearning/diffpack

Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

deep-learning diffusion-models molecule protein-structure score-based-generative-modeling score-matching

Last synced: 22 Aug 2025

https://github.com/jisungk/riddle

Race and ethnicity Imputation from Disease history with Deep LEarning

bioinformatics biology computational-biology deep-learning epidemiology imputation machine-learning neural-networks

Last synced: 08 Jul 2025

https://github.com/microsoft/batch-inference

Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.

deep-learning dynamic-batching gpt inference llm performance-optimization python

Last synced: 30 Apr 2025

https://github.com/sayakpaul/simclr-in-tensorflow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

constrastive-learning deep-learning keras self-supervised-learning tensorflow unsupervised-learning

Last synced: 30 Apr 2025

https://github.com/lucidrains/metacontroller

Implementation of the MetaController proposed in "Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning"

artificial-intelligence deep-learning hierarchical-reinforcement-learning latent-steering modularity

Last synced: 13 Feb 2026

https://github.com/nextcloud/suspicious_login

Detect and warn about suspicious IPs logging into Nextcloud

deep-learning intrusion-detection machine-learning nextcloud-app privacy security

Last synced: 05 Apr 2025

https://github.com/polakowo/datadocs

Documentation for data enthusiasts

best-practices big-data cloud collaboration data-engineering data-science deep-learning documentation ebook knowledge machine-learning moocs wiki

Last synced: 07 May 2025

https://github.com/hejingwenhejingwen/cresmd

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

cresmd deblurring deep-learning denoising dynamic-networks image-restoration jpeg-deblocking low-level-vision

Last synced: 12 Jul 2025

https://github.com/zhangks98/eeg-adapt

Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".

cnn deep-learning eeg motor-imagery

Last synced: 24 Aug 2025

https://github.com/scvae/scvae

Deep learning for single-cell transcript counts

deep-learning genomics machine-learning single-cell

Last synced: 09 Apr 2026

https://github.com/georgygospodinov/speech_course

Deep Learning for Speech

asr deep-learning keyword-spotting self-supervised-learning speaker-recognition speech-recognition tts

Last synced: 18 Feb 2026

https://github.com/alstonlo/torch-influence

A simple PyTorch implementation of influence functions.

deep-learning influence-functions interpretability machine-learning

Last synced: 04 Oct 2025

https://github.com/marstechhan/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 08 Aug 2025

https://github.com/adamdad/knowledgefactor

[ECCV2022] Factorizing Knowledge in Neural Networks

deep-learning distillation eccv2022 kd knowldge-distillation knowledge-transfer multitask-learning pytorch

Last synced: 15 Apr 2025

https://github.com/uclnlp/ntp

End-to-End Differentiable Proving

deep-learning nips-2017 prolog tensorflow

Last synced: 03 Jul 2025

https://github.com/hku-bal/clairs-to

ClairS-TO - a deep-learning method for tumor-only somatic variant calling

bioinformatics deep-learning genomics illumina long-read-sequencing long-reads nanopore ont pacbio snvs somatic-mutations somatic-variants tumor-only tumors variant-calling variants

Last synced: 05 May 2026

https://github.com/nengo/nengo-dl

Deep learning integration for Nengo

deep-learning nengo neural-networks neuroscience python spiking-neural-networks tensorflow

Last synced: 09 Apr 2025

https://github.com/wfondrie/depthcharge

A deep learning toolkit for mass spectrometry

deep-learning framework mass-spectrometry metabolomics proteomics pytorch

Last synced: 31 May 2026

https://github.com/hpc203/libface-sface_detect-recognition-opencv

使用OpenCV部署libface人脸检测和SFace人脸识别，包含C++和Python两种版本的程序，仅仅只依赖OpenCV库就能运行

deep-learning face-detection face-recognition opencv

Last synced: 20 Mar 2025

https://github.com/alldbi/SuperMix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

augmentation cvpr2021 deep-learning distillation pytorch saliency-detection supervised

Last synced: 06 May 2025

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 20 Mar 2025

https://github.com/zhuozhuocrayon/acoustickeyboard-web

❓声学键盘｜脑洞大开：做一个能听懂键盘敲击键位的「玩具」，学习信号处理 / 深度学习 / 安卓 / Django。

deep-learning django lstm mfcc tensorflow

Last synced: 23 Jul 2025

https://github.com/dudeperf3ct/DL_Notebooks

This repo contains all the notebooks mentioned in blog.

Last synced: 19 Jul 2025

https://github.com/abcSup/NotEnoughSleepAI

Implementation of the Multi-Task Multi-Sensor Fusion for 3D Object Detection paper by Uber

computer-vision deep-learning neural-networks

Last synced: 20 Mar 2025

https://github.com/nipponjo/tts-arabic-pytorch?tab=readme-ov-file

TTS models for Arabic (Tacotron2, FastPitch)

arabic arabic-tts deep-learning fastpitch hifi-gan hifigan multi-speaker-tts python pytorch speech speech-synthesis tacotron2 tacotron2-pytorch text-to-speech torchaudio tts tts-model vocos voice-synthesis

Last synced: 17 Aug 2025

https://github.com/lucidrains/agent-attention-pytorch

Implementation of Agent Attention in Pytorch

artificial-intelligence attention-mechanisms deep-learning linear-attention

Last synced: 11 May 2025

https://github.com/layerai-archive/sdk

Metadata store for Production ML

collaboration data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-tuning keras machine-learning mlops model-versioning python pytorch reinforcement-learning sklearn tensorflow

Last synced: 30 Sep 2025

https://github.com/ndrplz/dreyeve

[TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A deep neural network learnt to reproduce the human driver focus of attention (FoA) in a variety of real-world driving scenarios.

adas attention automotive autonomous-driving autonomous-vehicles computer-vision convolutional-neural-networks deep-learning driver-focus

Last synced: 10 Jul 2025

https://github.com/stanford-oval/genienlp

GenieNLP: A versatile codebase for any NLP task

deep-learning dialogue natural-language-processing nlp paraphrasing question-answering semantic-parsing seq2seq translation

Last synced: 28 Jul 2025

https://github.com/umcutrecht-ecgxai/ecgxai

Neatly packaged AI methods for explainable ECG analysis

deep-learning deep-neural-networks ecg explainable-ai variational-autoencoder

Last synced: 10 Mar 2026

https://github.com/alibaba/TePDist

TePDist (TEnsor Program DISTributed) is an HLO-level automatic distributed system for DL models.

auto-parallelization compiler deep-learning disthlo distributed-computing distributed-systems distributed-training high-performance-computing machine-learning rhino

Last synced: 04 Apr 2025

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

Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch

artificial-intelligence attention-mechanism deep-learning multimodality transformers

Last synced: 30 Oct 2025

https://github.com/jeeliz/jeelizglancetracker

JavaScript/WebGL lib: detect if the user is looking at the screen or not from the webcam video feed. Lightweight and robust to all lighting conditions. Great for play/pause videos if the user is looking or not, or for person detection. Link to live demo.

attention deep-learning detection face face-detection face-detector face-tracking glance javascript library lightweight real-time video watching webcam webgl

Last synced: 16 Apr 2025

https://github.com/omimo/tfdroid

A simple demo for using Tensorflow models in Android apps

andriod android-apps deep-learning demo machine-learning tensorflow

Last synced: 09 Feb 2026

https://github.com/slai-labs/get-beam

Run GPU inference and training jobs on serverless infrastructure that scales with you.

artificial-intelligence cloud-computing cost-optimization data-science deep-learning distributed-computing gpu-acceleration gpu-computing hpc llm-serving llm-training machine-learning ml-infrastructure mlops python serverless serverless-architectures

Last synced: 18 Apr 2025

https://github.com/blanyal/alpha-zero

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.

alpha-zero alphago-zero alphazero connect-four connect4 deep-learning deepmind game machine-learning mcts othello reinforcement-learning resnet reversi self-play tensorflow tic-tac-toe tictactoe