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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/fitushar/WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

3d 3d-cnn ct-imaging deep-learning densevnet3d feature-aggregation lung-disease multi-label-classification multi-label-loss multi-resolution segmentation-features segmentation-models spie-cad spie-cad-2020 tensorflow2 tfrecords weakly-supervised-classification weakly-supervised-learning weight-binary-crossentrophy weighted-loss

Last synced: 20 Mar 2025

https://github.com/braun-steven/simple-einet

An implementation of EinsumNetworks in PyTorch.

deep-learning einsum machine-learning sum-product-networks

Last synced: 30 Apr 2025

https://github.com/bzantium/chatbot-seminar

Kakao Chatbot with Deep Learning Tutorials

chatbot-demo deep-learning kakaotalk-bot

Last synced: 05 May 2025

https://github.com/shariqfarooq123/localbins

Official implementation of "LocalBins: Improving Depth Estimation by Learning Local Distributions"

adaptive-bins deep-learning monocular-depth neural-networks single-image-depth-prediction

Last synced: 05 May 2025

https://github.com/elinx/ugrad

A C++ implementation of the scalar-valued autograd engine micrograd

autodiff autograd deep-learning machine-learning-systems micrograd tinygrad

Last synced: 17 Jan 2026

https://github.com/cuixuage/machine_learning

Deep Learning and Reinforcement Learning 学习资料

deep-learning machine-learning reinforcement-learning

Last synced: 02 May 2025

https://github.com/tiskw/patchcore-ad

Unofficial implementation of PatchCore and several additional experiments.

anomaly-detection deep-learning image-processing pytorch

Last synced: 02 May 2025

https://github.com/lightning-ai/lightning-habana

Lightning support for Intel Habana accelerators.

deep-learning machine-learning python pytorch

Last synced: 11 Apr 2025

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

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

albumentations artificial-intelligence automation computer-vision data-augmentation deep-learning efficiency high-performance-computing image-augmentation image-processing machine-learning neural-networks opencv performance-optimization python

Last synced: 16 Jun 2025

https://github.com/smith42/xdf-gan

A GAN for the generation of mock astronomical surveys

astronomy deep-learning gan machine-learning

Last synced: 27 Oct 2025

https://github.com/intel/transfer-learning

Libraries and tools to support Transfer Learning

ai deep-learning machine-learning pytorch tensorflow

Last synced: 11 Mar 2026

https://github.com/tianyu-z/vcr

Official Repo for the paper: VCR: Visual Caption Restoration. Check arxiv.org/pdf/2406.06462 for details.

benchmark deep-learning visual-language-models

Last synced: 07 Oct 2025

https://github.com/techtonique/nnetsauce

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

deep-learning machine-learning neural-networks quasi-randomized statistical-learning

Last synced: 21 Oct 2025

https://github.com/otonomee/streamstem

Implements ML audio separation algorithm on audio from YouTube or Spotify resulting in "stems" for download (e.g. vocals, drums, bass) in MP3, WAV or FLAC.

audio-classification deep-learning demucs fastapi machine-learning source-separation spotify-stemmer youtube-stemmer

Last synced: 26 Oct 2025

https://github.com/bryanlimy/v1t

Code for "V1T: Large-scale mouse V1 response prediction using a Vision Transformer"

deep-learning neural-response pytorch vision-transformer vit

Last synced: 17 Oct 2025

https://github.com/eagerai/tfaddons

R interface to TensorFlow 2.x SIG-Addons

deep-learning keras neural-networks r tensorflow tensorflow-addons tfa

Last synced: 11 Mar 2026

https://github.com/mpaepper/stablediffusion_magicmix

Implementation of the ByteDance MagicMix paper

deep-learning generative-ai stable-diffusion

Last synced: 19 Apr 2025

https://github.com/iamgmujtaba/ltc-sum

Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

deep-learning keras-tensorflow summarization summary tensorflow ucf101 video videostreaming videosummarization

Last synced: 15 Aug 2025

https://github.com/davidzhang73/pytorch-lightning-template

A template for simple deep learning projects using Lightning

best-practices config deep-learning pytorch pytorch-lightning reproducibility template

Last synced: 16 May 2025

https://github.com/theroyakash/adam

Implementation of Adam Optimization algorithm using Numpy

adam-optimizer algorithms deep-learning machine-learning numpy numpy-neural-network python3

Last synced: 12 Apr 2025

https://github.com/lucko515/search-book-by-cover-server

This is the main repository for the Book Search project. This engine allows you to search database of books by simply uploading an image of a cover.

content-based-image-retrieval deep-learning end-to-end-machine-learning flask machine-learning tensorflow

Last synced: 14 Apr 2025

https://github.com/naso7y/ocr_egyptian_id

Egyptian ID Card Recognition System 💳 A Python-based application to detect and process Egyptian ID cards using YOLO and EasyOCR.

deep-learning easyocr ocr optical-character-recognition paddleocr streamlit surya-ocr tesseract-ocr yolo yolov8

Last synced: 01 Aug 2025

https://github.com/haydenshively/soundstream

Implementation of SoundStream, an end-to-end neural audio codec

audio-compression deep-learning

Last synced: 17 Aug 2025

https://github.com/mansi-k/stutter-therapy

Developed and trained Gated-CNN models to detect types of stutter in speech and SVM classifier to suggest new therapies to the user according to his stutter type and severity

andoid-app audio-processing cnn deep-learning gru keras mfcc-analysis stutter-detection stutter-therapy svm

Last synced: 31 Aug 2025

https://github.com/kredde/pytorch-lightning-hydra-mlflow

PyTorch Lightning + Hydra + MLFlow - Deep learning template

config deep-learning hydra mlflow pytorch pytorch-lightning research template

Last synced: 29 Jun 2025

https://github.com/jleinonen/cloudsat-gan

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

atmospheric-science climate-science deep-learning generative-adversarial-network machine-learning

Last synced: 25 Mar 2025

https://github.com/rishit-dagli/glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

activation-functions artificial-intelligence deep-learning glu keras machine-learning neural-network python tensorflow transformers

Last synced: 05 May 2025

https://github.com/solcummings/earthvision2021-weakly-supervised

1st Place Solution for the EARTHVISION 2021 DynamicEarthNet Challenge - Weakly-Supervised Multi-Class Change Detection Track at CVPRW 2021

change-detection deep-learning pytorch remote-sensing semantic-segmentation siamese-neural-network

Last synced: 11 May 2025

https://github.com/deepmancer/clip-object-detection

Zero-shot object detection with CLIP, utilizing Faster R-CNN for region proposals.

clip deep-learning faster-rcnn object-detection openai-clip rcnn region-proposal zero-shot-object-detection

Last synced: 13 May 2025

https://github.com/adrianbzg/hyperbert

Code for "HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs" (EMNLP 2024)

deep-learning hypergraphs language-model multimodal-deep-learning

Last synced: 16 Mar 2026

https://github.com/prajwalkr/dogsvscats

Kaggle Cats vs. Dogs Redux Edition

convolutional-neural-networks deep-learning keras python

Last synced: 14 Apr 2025

https://github.com/iitzco/opencv-dnn-samples

How to run inference on different models using OpenCV's dnn package

deep-learning dnn opencv

Last synced: 14 Jul 2025

https://github.com/mhw32/rubric-sampling-public

PyTorch implementation for "Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference" (https://arxiv.org/abs/1809.01357).

deep-learning education machine-learning programming zero-shot-learning

Last synced: 14 Apr 2025

https://github.com/knorth55/chainer-sort

Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.

chainer chainercv computer-vision deep-learning machine-learning object-tracking python

Last synced: 15 Apr 2025

https://github.com/lexsi-labs/dlbacktrace

DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.

deep-learning explainability xai

Last synced: 13 Apr 2026

https://github.com/ternaus/iglovikov_segmentation

Semantic segmentation pipeline using Catalyst.

cityscapes computer-vision deep-learning python semantic-segmentation

Last synced: 09 Oct 2025

https://github.com/ax-va/python-machine-learning-recipes-gallatin-albon-2023

Machine learning recipes in Python with scikit-learn, OpenCV, PyTorch, and other libraries, including classical machine learning and neural networks, based on the book "Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning", Second Edition, by Kyle Gallatin and Chris Albon published by O'Reilly Media in 2023

ax-va data-science deep-learning image-processing machine-learning neural-networks opencv opencv-python python pytorch scikit-learn

Last synced: 08 Oct 2025

https://github.com/xinario/catheter_detection

Automatic catheter detection in pediatric X-ray images using a scale-recurrent network and synthetic data

catheter-detection deep-learning pediatrics radiograph-image recurrent-neural-networks umbilical-catheter x-ray

Last synced: 25 Apr 2025

https://github.com/hoya012/fast-style-transfer-tutorial-pytorch

Simple Tutorials & Code Implementation of fast-style-transfer(Perceptual Losses for Real-Time Style Transfer and Super-Resolution, 2016 ECCV) using PyTorch.

deep-learning deep-style-transfer fast-style-transfer machine-learning pytorch pytorch-tutorial style-transfer

Last synced: 02 Jul 2025

https://github.com/pizaariaaa/garbage-classification

Python notebook about garbage detection based on convolutional neural network

convolutional-neural-networks deep-learning garbage-classification jupyter-notebook machine-learning python

Last synced: 15 Apr 2025

https://github.com/cocoxili/cmpc

[IJCAI2022] Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast

biometric-matching crossmodal-retrieval deep-learning multimodal-learning representation-learning voice-face-association voxceleb

Last synced: 14 Jan 2026

https://github.com/rcarmo/azure-toolbox

A Docker container with Azure Resource Manager administration tools and a machine/deep learning stack

azure cntk deep-learning machine-learning tensorflow toolbox vnc-server

Last synced: 23 Mar 2025

https://github.com/mikelma/componet

Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning" (selected for oral presentation)

continual-learning continual-reinforcement-learning deep-learning icml icml-2024 pytorch reinforcement-learning

Last synced: 24 Apr 2025

https://github.com/LSH9832/yolov5_training_tool

本工具使用PYQT5编写界面。通过使用该工具可以快速部署相应数据集并训练，目前仍在不断更新中，较大的缺点是目前只支持PascalVOC格式的xml标签文件，所以其它格式的标签文件需要先转换为PascalVOC的格式，且目前仅适用于Linux系统且仅在Ubuntu16.04-20.04试运行。

deep-learning gui pyqt5 pytorch tool trainingtool yolo yolov5

Last synced: 21 Apr 2025

https://github.com/tgangwani/rl-indirect-imitation

Pytorch code for "State-only Imitation with Transition Dynamics Mismatch" (ICLR 2020)

deep-learning imitation-learning pytorch reinforcement-learning

Last synced: 13 Oct 2025

https://github.com/edaaydinea/365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

artificial-intelligence coding-challenges computer-science computer-vision data-science deep-learning machine-learning natural-language-processing neuroscience python

Last synced: 11 Apr 2025

https://github.com/yogayu/deeplearningcourse

[GSoC2019 with Red Hen Lab] A Deep Learning Course For Humanists.

deep-learning gsoc gsoc-2019 humanist online-course

Last synced: 13 Feb 2026

https://github.com/primaprashant/ai-customer-support

📚 Curated collection of blogs and papers on how different companies are using machine learning in production for better customer support.

ai applied-data-science applied-machine-learning applied-ml artificial-intelligence customer-service customer-support data-science deep-learning machine-learning natural-language-processing nlp paper production tech-blog

Last synced: 10 Feb 2026

https://github.com/lon9/waifu2x-go

waifu2x implemented in Go

deep-learning golang waifu2x

Last synced: 17 Mar 2026

https://github.com/againstentropy/nlos-track

Official codes of CVPR 2023 Paper | Propagate And Calibrate: Real-time Passive Non-line-of-sight Tracking

cnn deep-learning non-line-of-sight pytorch rnn tracking

Last synced: 18 Mar 2025

https://github.com/vpanjeta/image-unfogging

PyTorch network to remove fog/smog/haze from pictures.

deep-learning neural-networks pytorch pytorch-implmention

Last synced: 22 Jun 2025

https://github.com/shunk031/chainer-meanteachers

Chainer implementation of the paper "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results" (https://arxiv.org/abs/1703.01780)

chainer chainerv4 deep-learning nips-2017 semi-supervised-learning

Last synced: 31 Jul 2025

https://github.com/alitabet/morton-net

PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.

computer-vision deep-learning mortonnet point-cloud pytorch s3dis segmentation self-supervised-learning shapenet vkitti

Last synced: 20 Mar 2025

https://github.com/zk4x/zyx

Tensor library for machine learning

deep-learning gpu rust

Last synced: 10 Jul 2025

https://github.com/giakoumoglou/classification

Classification of the MNIST dataset using various Deep Learning techniques

classification cnn contrastive-learning deep-learning mnist multiple-instance-learning pytorch simclr

Last synced: 14 Apr 2025

https://github.com/ravin-d-27/pydeepflow

This is my own Deep Learning Package, optimized for performing Deep Learning Tasks and easy to learn and integrate into projects.

deep-learning hacktoberfest hacktoberfest-accepted hacktoberfest2024 machine-learning neural-networks python

Last synced: 08 Oct 2025

https://github.com/thesimonho/webcam-eye-tracker

Webcam eye tracker project. Created using PyTorch

convolutional-neural-networks deep-learning eye-tracking python pytorch webcam

Last synced: 12 Apr 2025

https://github.com/talitalobo/controle-social

Conteúdo sobre machine learning aplicado ao controle social. Artigos sobre: ML, estatística, ética, dentre outros.

data-science deep-learning machine-learning social-control social-good social-impact social-justice

Last synced: 08 Jan 2026

https://github.com/tolitius/mxterm

explore apache mxnet from the terminal / REPL

clojure deep-learning mxnet

Last synced: 11 Mar 2026

https://github.com/ahammadmejbah/ahammadmejbah

Data Science || Machine Learning || Deep Learning || Computer Vision || NLP Enthusiast Talks about #datascience, #deeplearning, #dataanalytics, #machinelearning, and #machinelearningalgorithms

artificial-intelligence computer-vision data-science deep-learning machine-learning nlp python

Last synced: 27 Apr 2025

https://github.com/fabio-sim/docshadow-onnx-tensorrt

ONNX-compatible DocShadow: High-Resolution Document Shadow Removal. Supports TensorRT 🚀

coreml deep-learning docshadow document-shadow-removal machine-learning onnx onnxruntime pytorch shadow-removal tensorrt

Last synced: 07 May 2025

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

Projects and lessons on Deep Learning and Machine Learning

deep-learning machine-learning udacity udacity-deep-learning

Last synced: 22 Apr 2025

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-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 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 9,013 Uncategorized 8,850 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 1,648 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,067 Research Papers 999 Year 2023 894 Citing 888 Robust Machine Learning in Medical Domain 841 Researchers 830