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Awesome

An open API service indexing awesome lists of open source software.

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.

https://github.com/pfnet-research/bmi219-2017-proteinfolding

UCSF BMI219 Deep Learning (2017), Coding example (Prediction of protein folding with RNN and CNN)

bioinformatics chainer deep-learning

Last synced: 06 Jul 2025

https://github.com/marrlab/med-al-ssl

Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets

active-learning deep-learning medical-imaging semi-supervised-learning weakly-supervised-learning

Last synced: 19 Apr 2025

https://github.com/stanfordasl/nhumanmodeling

Contains the code for "Generative Modeling of Multimodal Multi-Human Behavior" by Boris Ivanovic, Edward Schmerling, Karen Leung, and Marco Pavone.

deep-learning human-robot-interaction multi-agent-modeling trajectory-prediction

Last synced: 15 Mar 2026

https://github.com/charlesyuan02/emotion-music-player

A music player that recommends songs based on your detected mood. Created for TOHacks 2021.

computer-vision deep-learning django emotion-recognition html-css-javascript music-player

Last synced: 25 Oct 2025

https://github.com/utility-code/tinydl

Tiny, easy to understand deep learning library in Python. With GPU support and only in numpy :)

deep-learning easy-to-understand gpu library numpy python

Last synced: 10 Jul 2025

https://github.com/kevtimova/deep-sparse

We introduce a way to extend sparse dictionary learning to deep architectures.

deep-learning dictionary-learning sparse-coding

Last synced: 28 Apr 2025

https://github.com/benoitmartin88/pytorchtrainer

Train your PyTorch model without having to write the boring code

deep-learning python pytorch

Last synced: 14 Jan 2026

https://github.com/uakarsh/tilt-implementation

Implementation of the paper: Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.

deep-learning document-understanding pytorch-implementation pytorch-lightning transformers

Last synced: 27 Feb 2025

https://github.com/mint-lab/dl_tutorial

Machine Learning and Deep Learning Tutorial

deep-learning dl machine-learning ml pytorch sckit-learn

Last synced: 28 Oct 2025

https://github.com/rbln-sw/optimum-rbln

⚡ A seamless integration of HuggingFace Transformers & Diffusers with RBLN SDK for efficient inference on RBLN NPUs.

ai-accelerator atom deep-learning diffusers huggingface inference language-model npu rbln rebel rebellions-ai transformers

Last synced: 22 May 2026

https://github.com/hiyouga/image-segmentation-pytorch

U-Net for image segmentation, PyTorch implementation.

cv deep-learning image-segmentation pytorch unet unet-pytorch

Last synced: 01 Apr 2026

https://github.com/masadcv/econet-monailabel

Official Implementation of ECONet: Efficient Convolutional Online Likelihood Network for Interactive Segmentation

deep-learning medical-imaging segmentation

Last synced: 15 Jul 2025

https://github.com/frankkramer-lab/ensmic

An analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks

augmenting bagging deep-learning ensemble-learning image-classification stacking study

Last synced: 30 Jun 2025

https://github.com/vita-epfl/social-transmotion

[ICLR 2024] Official implementation of "Social-Transmotion: Promptable Human Trajectory Prediction" in PyTorch.

attention-mechanism deep-learning human-trajectory-prediction prompt

Last synced: 16 Jan 2026

https://github.com/amirmardan/ml_course

This repository belongs to the course of machine learning with Python which is getting ready for AUT

data-analysis-python data-science deep-learning keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 28 Jul 2025

https://github.com/icon-lab/fdb

Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction

artificial-intelligence bridges deep-learning diffusion-models magnetic-resonance-imaging reconstruction score-based-generative-modeling

Last synced: 06 Apr 2025

https://github.com/ayushexel/neural-style-transfer

This repo contain the implementation of original neural style transfer algorithm

deep-learning machine-learning neural-network style-transfer

Last synced: 06 May 2025

https://github.com/lukashedegaard/dage

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning

Last synced: 23 Apr 2025

https://github.com/roym899/sdfest

Shape and pose estimation using discretized signed distance fields

analysis-by-synthesis deep-learning object-pose-estimation pose-estimation shape-estimation

Last synced: 15 Apr 2025

https://github.com/piesposito/transformers-low-code-experiments

Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

deep-learning machine-learning nlp pytorch transformer

Last synced: 31 Jul 2025

https://github.com/kyegomez/visionllama

Implementation of VisionLLaMA from the paper: "VisionLLaMA: A Unified LLaMA Interface for Vision Tasks" in PyTorch and Zeta

ai deep-learning multi-modal vision-models vision-transformers vit

Last synced: 23 Jul 2025

https://github.com/paulcccccch/multimodal-categorization-of-crisis-events-in-social-media

An unofficial implementation of the CVPR 2020 paper Multimodal Categorization of Crisis Events in Social Media

crisismmd cvpr cvpr2020 deep-learning multimodal

Last synced: 24 Jul 2025

https://github.com/vijax0/ai-clip-creator

An AI tool that automatically identifies and extracts highlight-worthy moments from long videos, creating standalone clips without manual editing.

audio-processing deep-learning flask machine-learning prototype python

Last synced: 29 Aug 2025

https://github.com/henryhmko/Deep_Sea-NN

Enhancing underwater images using a truncated U-Net architecture for real-time color correction applications

deep-learning pytorch underwater-image-enhancement

Last synced: 05 Mar 2025

https://github.com/toelt-llc/flightscope_bench

Officiel implementation of the paper " FlightScope: A Deep Comprehensive Assessment of Aircraft Detection Algorithms in Satellite Imagery "

aerial-imagery aircraft airplane centernet cnn deep-learning detection detectron2 detr faster-rcnn localization mmdetection remote-sensing retinanet rtmdet satellite-imagery ssd transformer yolov5 yolov8

Last synced: 13 Apr 2025

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 03 Mar 2026

https://github.com/zhmiao/iterative-human-and-automated-identification-of-wildlife-images

Pytorch implementation for "Iterative Human and Automated Identification of Wildlife Images" (Nature -Machine Intelligence, 2021)

active-learning computer-vision conservation deep-learning ecology humans-in-the-loop lifelong-learning wildlife wildlife-conservation

Last synced: 03 Mar 2026

https://github.com/rajatkb/rdnsr-residual-dense-network-for-super-resolution-keras

Residual Dense Network for Super Resolution implementation in Keras

deep-learning densenet residual-networks super-resolution

Last synced: 11 Oct 2025

https://github.com/chihayayuka/open-o3

Run o3-pro on your computer. 🌌

ai deep-learning langchain machine-learning o3 openai openai-o3

Last synced: 26 Oct 2025

https://github.com/dynobo/continauth

Master Thesis - Continuous Authentication using Inertial-Sensors of Smartphones and Deep Learning

continuous-authentication deep-learning inertial-sensors python siamese-network thesis

Last synced: 14 Oct 2025

https://github.com/arabian9ts/vgg16

VGG16 network for recognition

deep-learning machine-learning python tensorflow vgg16

Last synced: 06 May 2025

https://github.com/rickiepark/dl-illustrated

<딥러닝 일러스트레이티드>(시그마프레스, 2021)의 코드 저장소

cnn deep-learning dnn gan keras reinforcement-learning rnn tensorflow

Last synced: 10 Apr 2025

https://github.com/neuralchen/sngan_projection

An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)

cgan cifar10 conditional-gan deep-learning gan generative-adversarial-network

Last synced: 06 May 2025

https://github.com/vision-cair/3dcompat

Official repository for the 3DCoMPaT dataset (ECCV2022 Oral)

compositional-data computer-vision dataset deep-learning

Last synced: 12 Apr 2025

https://github.com/pramod-zillella/brain-tumor-segmentation

Fully automatic brain tumor segmentation using the Modified 3DUNet architecture for Brats 2020 Challenge.

biomedical-image-analysis brain-tumor-segmentation brats-challenge deep-learning medical-image-analysis unet-3d

Last synced: 12 Apr 2025

https://github.com/nekitmm/funnelact_pytorch

pytorch implementation of Funnel Activation (FReLU)

deep-learning deep-neural-networks frelu funnel-act funnel-activation pytorch resnet

Last synced: 06 May 2025

https://github.com/nicolebrimmer/senior-thesis

Predicts heart attacks by applying deep learning to ECG signals

bioinformatics deep-learning lstm machine-learning

Last synced: 13 Apr 2025

https://github.com/e0xextazy/nlp_huawei_new2_task

A new second practical assignment for Huawei's NLP course

deep-learning machine-learning nlp text-classification

Last synced: 11 Apr 2025

https://github.com/sayakpaul/parkinson-s-disease-classifier

Deep learning experiments to design a model to predict Parkinson's diseases with the images of Spiral/Wave test

computer-vision deep-learning fastai resnet-34

Last synced: 07 May 2025

https://github.com/creativeikep/poselandmarkbarracuda

PoseLandmarkBarracuda is a human pose landmark detecter that runs the Mediapipe Pose Landmark neural network model on the Unity Barracuda.

barracuda deep-learning human landmark mediapipe pose unity

Last synced: 18 Mar 2025

https://github.com/jingyibysutsoftware/ecrs

基于PaddleRec的电商推荐系统（Linux部署版）

deep-learning deepfm dnn grpc linux milvus paddlepaddle paddlerec paddleserving protobuf python3 redis

Last synced: 28 Oct 2025

https://github.com/omarsar/emotion_analysis_elastic_pytorch

Deep Emotion Analysis with Elastic and PyTorch

deep-learning elasticsearch kibana nlp pytorch visualization

Last synced: 10 Apr 2025

https://github.com/sainathadapa/kaggle-carvana-image-masking-challenge

Top 15% ranked solution to the Carvana Image Masking Challenge on Kaggle

deep-learning kaggle semantic-segmentation

Last synced: 19 Apr 2025

https://github.com/wazzabeee/image-video-colorization

Colorize your black and white images and YouTube videos for free. Streamlit application based on CNN deployed on Hugging Face.

automatic-colorization cnn colorization colorize-image computer-vision deep-learning huggingface-spaces image-colorization papers streamlit video-colorization youtube-colorization

Last synced: 28 Oct 2025

https://github.com/mindspore-courses/deep-reinforcement-learning-algorithms-with-mindspore

MindSpore implementations of deep reinforcement learning algorithms and environments

deep-learning deep-reinforcement-learning mindspore ppo reinforcement-learning tutorial

Last synced: 28 Apr 2025

https://github.com/mosecorg/numbin

An efficient binary serialization format for numerical data.

deep-learning hacktoberfest machine-learning numpy python scientific-computing serialization

Last synced: 07 May 2025

https://github.com/yoshoku/rumale-torch

Rumale::Torch provides the learning and inference by the neural network defined in torch.rb with the same interface as Rumale.

deep-learning gem machine-learning ruby rumale

Last synced: 25 Apr 2025

https://github.com/mohdsaif-1807/network-intrusion-detection-system-using-machine-learning-and-deep-learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System. The deployed project link is as follows.

classification cybersecurity deep-learning detect-anomalies knn machine-learning mern-stack mongodb network network-intrusion-detection nids nodejs nsl-kdd reactjs rnn-model tensorflow

Last synced: 23 Apr 2025

https://github.com/vovod/pytorch-who-is-that-pokemon

All 151 classes pokemon Gen1 classification with torchvision model.

cuda deep-learning image-classification pokemon python pytorch torchvision

Last synced: 20 Jun 2025

https://github.com/paddlepaddle/paddlesot

A Bytecode level Implementation of Symbolic OpCode Translator For PaddlePaddle

deep-learning framework jit pep523

Last synced: 09 Apr 2025

https://github.com/mdciri/3d-augmentation-techniques

Chechink the performance of different augmentation techniques on the BraTS 2020 data.

deep-learning image-augmentation medical-image-segmentation u-net

Last synced: 17 Apr 2025

https://github.com/cea-list/sce

Implementation of "Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning" WACV 2023.

computer-vision contrastive deep-learning self-supervised-learning

Last synced: 05 Sep 2025

https://github.com/replicahealth/GluPredKit

GluPredKit aims to make blood glucose model training and prediction more accessible.

deep-learning glucose-prediction machine-learning modelling-biological-systems

Last synced: 30 Apr 2025

https://github.com/yonesuke/jaxfss

JAX/Flax implementation of finite-size scaling

deep-learning flax jax machine-learning neural-network optax physics

Last synced: 16 Jan 2026

https://github.com/ilyasmoutawwakil/fcc-machine-learning-with-python

My 5 Machine Learning projects that I've built as part of my freeCodeCamp assignment.

certification course-projects deep-learning fcc fcc-assignment fcc-machine-learning machine-learning python

Last synced: 02 Sep 2025

https://github.com/elefthei/python-ml-microservice

A simple, extensible, docker container and HTTP server for microservice-ing Python ML code.

deep-learning docker-container machine-learning microservice python tensorflow

Last synced: 11 Apr 2025

https://github.com/pinto0309/openvino-adas

[1 FPS / CPU only] OpenVINO+ADAS+LattePandaAlpha. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+OpenCV3.4.3+PIL

adas cpu deep-learning deeplearning gpu lattepanda ncs neural-compute-stick opencv openvino python semantic-segmentation semanticsegmentation

Last synced: 11 Mar 2026

https://github.com/tallamjr/astronet

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

astroinformatics deep-compression deep-learning depthwise-separable-convolutions efficient-deep-learning real-time tflite time-series time-series-classification transformers

Last synced: 07 May 2025

https://github.com/correia-jpv/fucking-awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-neural-networks

Last synced: 27 Apr 2025

https://github.com/yashassamaga/convolutionbuildingblocks

GEMM and Winograd based convolutions using CUTLASS

convolution cuda cutlass deep-learning

Last synced: 28 Jul 2025

https://github.com/sksoumik/AI-resources

Important machine learning / deep learning / Image Processing resources. blogs | courses | articles | tutorials | repositories | books | competition links

ai-learning-resource artificial-intelligence deep-learning machine-learning machine-learning-tutorials

Last synced: 01 Apr 2025

https://github.com/jackgoh/whatfood

Food classification using deep learning and benchmark against statistical model like scale-invariant feature transform (SIFT) and color histogram

convolutional-neural-networks deep-learning food-classification image-classification keras

Last synced: 23 Mar 2025

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 07 Apr 2025

https://github.com/vinhowe/piston

Train small sequence models in your browser with WebGPU.

deep-learning transformer webgpu

Last synced: 29 Jan 2026

https://github.com/nachiket273/lookahead_pytorch

Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

adamw deep-learning lookahead lookahead-optim lookahead-pytorch neural-network optimizer python pytorch radam

Last synced: 18 Mar 2026

https://github.com/andrewhinh/admirer

Multimodal QA

deep-learning pytorch

Last synced: 31 Jan 2026

https://github.com/minqi824/overlap

Official code and data repository of "Anomaly Detection with Score Distribution Discrimination", KDD' 23.

anomaly-detection deep-learning semi-supervised-learning tabular-data weakly-supervised-learning

Last synced: 13 Oct 2025

https://github.com/franioli/icepy4d

ICEpy4D is a multi-purpose Python package for 4D Image-based Continuos monitoring of glaciers' Evolution with deep learning SfM and low-cost stereo-cameras

3d-reconstruction 4d deep-learning feature-matching feature-tracking glaciers photogrammetry pytorch sfm

Last synced: 24 Oct 2025

https://github.com/merklefruit/stock-price-prediction-with-rnn

Stock price prediction implemented with Flask, tensorflow 2.0 using LSTM RNN.

deep-learning lstm-neural-networks python tensorflow2

Last synced: 15 Apr 2025

https://github.com/paperspace/object-detection-segmentation

How to run object detection models on Gradient including re-training and inference

computer-vision deep-learning machine-learning object-detection tensorflow

Last synced: 26 Jul 2025

https://github.com/chinmayrane16/mnist-digit-recognizer-cnn-keras-99.66

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

cnn confusion-matrix deep-learning keras matplotlib mnist-dataset neural-networks

Last synced: 18 Mar 2025

https://github.com/plstcharles/thelper

Training framework & tools for PyTorch-based machine learning projects.

data-augmentation data-loader deep-learning machine-learning models pytorch training

Last synced: 18 Mar 2025

https://github.com/petrobras/wprautoencoders

This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.

autoencoders clustering data-science deep-learning machine-learning well-testing

Last synced: 26 Jul 2025

https://github.com/sominw/vqamd_floyd

Visual Question Answering through modal dialogue + API

deep-learning deep-neural-networks floydhub machine-learning visual-question-answering

Last synced: 05 May 2025

https://github.com/aleju/gan-reverser

Reversing GAN image generation for similarity search and error/artifact fixing

deep-learning gan torch

Last synced: 11 Apr 2025

https://github.com/matlab-deep-learning/csinet-channel-compression-in-matlab-using-keras

This example shows how to co-execute MATLAB and Python to simulate the effect of channel estimate compression on precoding in a MIMO OFDM channel.

communications csinet deep-learning keras matlab matlab-deep-learning tensorflow

Last synced: 02 Apr 2026

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 457 learn-ai-engineering 114 Awesome-Geospatial 1,525 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 Awesome-Deblurring 444 awesome-anomaly-detection 138 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 9,021 Uncategorized 8,841 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,859 Conference Papers 1,721 Table of Contents 1,645 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,082 Attack 1,075 Research Papers 999 Year 2023 894 Citing 888 Researchers 876 Robust Machine Learning in Medical Domain 841