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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/pa1nd/course-deep-learning

Course Material for HSG 10,860,1.00 - Introduction to Applied Deep Learning with TensorFlow

colab-notebook course deep-learning python tensorflow

Last synced: 07 Jul 2025

https://github.com/ieee8023/blindtool

BlindTool – A mobile app that gives a "sense of vision" to the blind with deep learning

blind computer-vision deep-learning

Last synced: 02 May 2025

https://github.com/naoto0804/chainer-cyclegan

Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]

chainer cnn cyclegan deep-learning generative-adversarial-network image-translation

Last synced: 17 Aug 2025

https://github.com/davidstutz/seminar-convolutional-neural-networks

Seminar paper "Understanding Convolutional Neural Networks".

computer deep-learning rwth-aachen-university seminar-paper vision

Last synced: 16 Feb 2026

https://github.com/graph-com/lri

[ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.

deep-learning geometric-deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 27 Jul 2025

https://github.com/arindam369/medmnist-vit

Based on our paper "Implementing vision transformer for classifying 2D biomedical images" published in Scientific Reports (Nature)

biomedical-image-classification bloodmnist breastmnist deep-learning medmnistv2 pathmnist retinamnist vision-transformer

Last synced: 28 Jul 2025

https://github.com/opengvlab/perception_test_iccv2023

Champion Solutions repository for Perception Test challenges in ICCV2023 workshop.

audio-visual deep-learning iccv2023

Last synced: 30 Jun 2025

https://github.com/ct83/bunyip

Bunyip is a Chrome Extension, which allows us to detect AI generated text, it helps users detect fake news articles which might be generated automatically and not by a real human!

artificial-intelligence chrome-extension chrome-extensions deep-learning gpt gpt-2 gpt-detector machine-learning natural-language-processing nlp nlp-machine-learning openai python python3 serverless-applications

Last synced: 16 Sep 2025

https://github.com/codename-detective/prompt-to-song-generation-using-large-language-models

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.

deep-learning deep-reinforcement-learning flan-t5 genre-classification llama3 llms natural-language-processing policy-gradient rlhf seq-to-seq transformers

Last synced: 06 Apr 2026

https://github.com/prs-eth/popcorn

🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

deep-learning population-mapping remote-sensing sentinel-1 sentinel-2 super-resolution weakly-supervised-learning

Last synced: 10 Apr 2025

https://github.com/kdmayer/PointER

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

building-energy dataset deep-learning lidar point-cloud

Last synced: 07 May 2025

https://github.com/eigenfoo/batch-renorm

A Tensorflow re-implementation of batch renormalization, first introduced by Sergey Ioffe.

batch-norm batch-normalization batch-renorm batch-renormalization deep-learning sergey-ioffe tensorflow

Last synced: 12 Apr 2025

https://github.com/fel88/dendrite

ONNX viewer/editor/inference

deep-learning inference neural-networks onnx

Last synced: 10 Apr 2025

https://github.com/erfanzar/instinctivediffuse

A cutting-edge text-to-image generator model that leverages state-of-the-art Stable Diffusion Model Type to produce high-quality, realistic images based on textual input.

ai artificial-intelligence deep-learning machine-learning

Last synced: 15 Jun 2025

https://github.com/rkansal47/mpgan

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

attention deep-learning generative-adversarial-network graph-neural-networks hep-ex machine-learning physics pytorch simulation transformers

Last synced: 30 Apr 2025

https://github.com/starxsky/gpt

Refactored GPT-2 based on TF2/Pytorch

deep-learning gpt-2 image-gpt ml python pytorch tensorflow2

Last synced: 02 May 2025

https://github.com/shivamsaboo17/GLC

Gold Loss Correction for training neural networks with labels corrupted with severe noise

classification deep-learning nips-2018 noisy-labels pytorch

Last synced: 04 Apr 2025

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 10 Apr 2025

https://github.com/sanket-poojary-03/fine-tuning-vivit

Python script to fine tune Open source Video Vision Transformer (ViVit) using HuggingFace Trainer Library

deep-learning fine-tuning huggingface huggingface-transformers pretrained-models python pytorch video-classification vision-transformer vivit

Last synced: 08 Jul 2025

https://github.com/aybchan/time-series-classification

time series classification from scratch with deep neural networks (WIP)

deep-learning paper-implementations pytorch time-series time-series-classification

Last synced: 01 Mar 2025

https://github.com/singjc/redeem

Repository for Deep Learning Models for Mass Spectrometry written in Rust

deep-learning mass-spectrometry rust semi-supervised-learning

Last synced: 22 Feb 2026

https://github.com/pat-alt/julia-deeplearning-book

Repo that hosts the companion book of Julia for Deep Learning

deep-learning fastai julia

Last synced: 29 Apr 2025

https://github.com/omerbsezer/aimap

Map of Artificial Intelligence: Classifications, Approaches, Algorithms, Libraries, Tools, State of Art Studies, Awesome Repos, etc..

deep-learning deep-learning-algorithms machine-learning-algorithms machine-learning-classification

Last synced: 28 Apr 2025

https://github.com/dataplayer12/swish-activation

Repo for my blogs explaining swish activation function

activation deep-learning relu sigmoid-function swish

Last synced: 16 Mar 2025

https://github.com/kartai/kartai

AI models for aerial image analysis. Generating traning data, training models, testing models and validating them.

aerial-imagery deep-learning machine-learning

Last synced: 16 Aug 2025

https://github.com/dohlee/spliceai-pytorch

Implementation of SpliceAI, Illumina's deep neural network to predict variant effects on splicing, in PyTorch.

artificial-intelligence bioinformatics biology computational-biology deep-learning deep-neural-networks reproduction reproduction-code splicing variant-effect-prediction

Last synced: 05 Jul 2025

https://github.com/paulchen2713/dl_cfar

Attempt to reimplement the IEEE VTC2019-Fall 'DL-CFAR: A Novel CFAR Target Detection Method Based on Deep Learning' paper

cfar deep-learning radar-target-detection rd-map

Last synced: 19 Apr 2025

https://github.com/firasl/BoCF

Official implementation of 'Bag of Color Features For Color Constancy' (BoCF) accepted in IEEE Transactions on Image Processing (TIP) 2020

bag-of-visual-words deep-learning ieee-transactions illumination-estimation keras-tensorflow tensorflow2

Last synced: 08 May 2025

https://github.com/geyang/deep_learning_plotting_example

Some of the plotting code used in our paper, as an example for good-looking plots.

deep-learning plotting visualization

Last synced: 29 Apr 2025

https://github.com/sun1638650145/a2pi2

机器学习使用过的API中文版及机器学习的理论知识

deep-learning documentation machine-learning markdown

Last synced: 09 Apr 2025

https://github.com/berndporr/deepneuronalfilter

Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.

adaptive-filtering deep-learning digital-signal-processing realtime

Last synced: 26 Apr 2025

https://github.com/sayakpaul/handwriting-recognizer-in-keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

deep-learning handwriting-recognition iam-dataset keras ocr vision

Last synced: 07 Oct 2025

https://github.com/aatrick/lightdiffusion

Fastest Stable Diffusion GUI, Pipeline, with only one python script, with the least number of lines and in the least complex way.

ai artificial-intelligence deep-learning diffusion generative-ai gui image-generation pytorch stable-diffusion text2image torch txt2img

Last synced: 06 May 2025

https://github.com/yizhe-ang/adamatch-pytorch

Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning

Last synced: 14 Mar 2025

https://github.com/rasbt/datapipes-blog

Code for the DataPipes article

deep-learning machine-learning python pytorch

Last synced: 29 Oct 2025

https://github.com/s-omranpour/Music-Generation

A toolkit for symbolic music generation in PyTorch (using transformers and rnn)

deep-learning midi music-generation pytorch pytorch-lightning transformers

Last synced: 11 Jan 2026

https://github.com/snowkylin/snowkylin.github.io

Snowkylin's Blog - 雪麒的百草园

deep-learning machine-learning

Last synced: 14 Sep 2025

https://github.com/yizhe-ang/AdaMatch-PyTorch

Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/zyddnys/anime-inpainting-deq

Anime image inpainting with Deep Equilibrium Models (hopefully)

anime deep-learning inpainting pytorch-implementation

Last synced: 14 Apr 2025

https://github.com/wazeerzulfikar/rtensorflow

GSoC '17 - R language bindings for TensorFlow

deep-learning machine-learning r tensorflow

Last synced: 07 May 2025

https://github.com/dexterp37/fontina

Data generation, model training and inference for Visual Font Recognition using PyTorch

deep-learning machine-learning pytorch pytorch-lightning visual-font-recognition

Last synced: 12 May 2025

https://github.com/acecoooool/mlds-note

:books: This is note for Machine Learning and having it deep and structrured (Hung-yi Lee)

course deep-learning machine-learning python pytorch tutorial

Last synced: 09 Sep 2025

https://github.com/IcewineChen/mxnet-batch_hard_triplet_loss

mxnet version batch hard triplet loss

deep-learning mxnet python3

Last synced: 17 Apr 2025

https://github.com/nhynes/em

Tool for managing deep learning experiments

deep-learning git pytorch

Last synced: 23 Mar 2025

https://github.com/agentmaker/neural-renderer-paddle

A PaddlePaddle version of Neural Renderer, refer to its PyTorch version

deep-learning neural-renderer paddlepaddle

Last synced: 10 Mar 2026

https://github.com/wkentaro/imgviz-cpp

Image Visualization Tools for C++

deep-learning image-visualization semantic-segmentation

Last synced: 16 Aug 2025

https://github.com/zjcv/rotnet

Image rotation correction based on DeepLearning

convolutional-neural-network deep-learning pytorch rotnet zcls

Last synced: 12 Aug 2025

https://github.com/marcos-venicius/smlf

A small machine learning framework with ONLY python and math

artificial-intelligence deep-learning ia machine-learning ml models neural-network xor

Last synced: 12 Apr 2025

https://github.com/quanhua92/tf-dev-summit-2020

My Notes on Tensorflow Dev Summit 2020

deep-learning notes tensorflow tensorflow2

Last synced: 14 Apr 2025

https://github.com/hans-ob1/deep_eye

DeepEye is a surveillance application leveraging the current sate of art deep learning and computer vision techniques. Current back-end framework uses Google Object Detection Api for object detection and tracking. It is open-source and feel free to modify for your own usage.

deep-learning detection-api object-detection opencv3 python3 scene-recognition tensorflow

Last synced: 07 Apr 2025

https://github.com/howion/activation-functions

Javascript implementation of some activation functions.

activation-function deep-learning javascript machine-learning neural-networks

Last synced: 11 Mar 2026

https://github.com/correia-jpv/fucking-awesome-datascience

📝 An awesome Data Science repository to learn and apply for real world problems. With repository stars⭐ and forks🍴

analytics awesome awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

Last synced: 27 Apr 2025

https://github.com/goldsborough/cytogan

Repository for my research on generative modelling of cell images

computational-biology deep-learning infogan keras lsgan tensorflow

Last synced: 12 Oct 2025

https://github.com/virajmavani/object-detection

Object Detection clubbed with a Graphical User Interface developed using Tkinter

caffe deep-learning gui object-detection opencv python real-time

Last synced: 17 Mar 2026

https://github.com/goldsborough/generate-shapes

:black_large_square: :red_circle: Generate shapes for object detection algorithms

deep-learning machine-learning object-detection segmentation

Last synced: 12 Oct 2025

https://github.com/oke-aditya/neural_encryption_networks

ICADCML 2021 A Novel Approach to Encrypt Data using Deep Neural Networks

cryptography deep-learning keras neural-cryptography

Last synced: 12 Oct 2025

https://github.com/reshalfahsi/separableconv-torch

PyTorch implementation of Depthwise Separable Convolution

deep-learning depthwise-separable-convolutions pytorch

Last synced: 19 Oct 2025

https://github.com/corochann/chainer-saliency

Saliency calculation module for Chainer

chainer deep-learning reasoning

Last synced: 25 Feb 2026

https://github.com/matin-ghorbani/salt-segmentation-unet

Implement a salt segmentation using PyTorch for TGS Salt Identification Challenge

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

Last synced: 10 Oct 2025

https://github.com/chinmayrane16/fashion-mnist-accuracy-93.4-

Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. I trained Convolutional Neural Networks over the training data and achieved Validation Accuracy of 93% and Test Accuracy 93.4%

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

Last synced: 20 Jun 2025

https://github.com/anwai98/retinal-lesion-segmentation

Retinal Lesions (Microaneurysms, Hard Exudates, Soft Exudates, Hemorrhages) Segmentation using Deep Learning Pipeline and Image Processing & Machine Learning Pipeline

deep-learning diabetic-retinopathy exudates hemorrhage idrid machine-learning microaneurysm segmentation

Last synced: 14 Mar 2025

https://github.com/I2-Multimedia-Lab/Pointsoup

[IJCAI 2024] Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes

3d compression deep-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 13 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 1,116 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 9,024 Uncategorized 8,836 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 1,674 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,078 Attack 1,075 Research Papers 999 Year 2023 894 Citing 888 Robust Machine Learning in Medical Domain 841 Researchers 835