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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/margaretmz/e2e-tfkeras-tflite-android

End to end training MNIST image classifier with tf.Keras, convert to TFLite and deploy to Android

android deep-learning tensorflow-lite tflite

Last synced: 07 Apr 2025

https://github.com/cj-mills/Unity-OpenVINO-YOLOX

This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINO™ Toolkit.

deep-learning object-detection openvino unity yolo yolox

Last synced: 20 Apr 2025

https://github.com/bobmcdear/flaim

Flax Image Models - State-of-the-art pre-trained vision backbones for Flax.

computer-vision deep-learning flax jax machine-learning

Last synced: 01 Mar 2026

https://github.com/spidy20/rice_disease_prediction_gui

Rice Disease Prediction App using SVM Machine learning algorithm with tkinter

deep-learning machine-learning rice-diseases rise-disease-prediction sklearn sm spidy20 tkinter-gui

Last synced: 18 Aug 2025

https://github.com/hummat/saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

deep-learning deep-learning-algorithms deep-neural-networks grad-cam guided-backpropagation integrated-gradients machine-learning machine-learning-algorithms pytorch saliency smoothgrad xrai

Last synced: 04 Oct 2025

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 21 Apr 2025

https://github.com/mohammed-majid/ml_roadmap

Comprehensive Machine Learning Roadmap

algorithms data-science deep-learning machine-learning roadmap

Last synced: 06 Mar 2025

https://github.com/kklemon/flashperceiver

Fast and memory efficient PyTorch implementation of the Perceiver with FlashAttention.

attention-mechanism deep-learning flash-attention nlp perceiver transformer

Last synced: 16 May 2025

https://github.com/ryandsilva/eatfit

Fitness application that tracks Eating & Exercise habits :bento:

dart deep-learning eating exercise exercise-habits firebase fitness flutter food google-maps-api

Last synced: 23 Apr 2025

https://github.com/lucasfernandoprojects/hand-sign-detection

This repository contains all files I used to create the project Hands Seals Detection - an AI model that detects Naruto hands seals in real-time.

computer-vision deep-learning naruto object-recognition python

Last synced: 24 Apr 2025

https://github.com/alvinwan/squeezedetmx

squeezeDet for object detection port to MXNet

computer-vision deep-learning kitti-dataset mobile object-detection squeezedet

Last synced: 05 Jul 2025

https://github.com/hasibzunair/unconventional-wisdom

[ICBSLP'2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition

computer-vision deep-learning neural-network transfer-learning

Last synced: 10 Oct 2025

https://github.com/guildai/guildai-r

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 26 Oct 2025

https://github.com/wassname/phoneme2grapheme

Teaching machines to spell with deep learning (acc=>80%) e.g. a model hears "pɹˈaʊd˺ɚ" and writes "prowder" (but it should be "prouder")

cmudict deep-learning deeplearning machine-learning nlp pronunciation spelling

Last synced: 03 Jul 2025

https://github.com/avafly/paddleocr-ncnn-cpp

C++ implementations of PP-OCRv3 and PP-OCRv5 using ncnn for inference.

cpp crnn db deep-learning ncnn ocr paddleocr

Last synced: 12 Jan 2026

https://github.com/lockwo/rl_qvc_opt

Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"

deep-learning quantum-computing quantum-machine-learning reinforcement-learning

Last synced: 16 Oct 2025

https://github.com/d-laub/basenji2-pytorch

PyTorch implementation of Basenji2.

bioinformatics deep-learning genomics pytorch

Last synced: 07 Feb 2026

https://github.com/pasteurlabs/unreasonable_effective_der

Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"

confidence deep-learning evidence neural-network pytorch uncertainty

Last synced: 19 Oct 2025

https://github.com/paccmann/paccmann_sarscov2

Code for paper on automation of discovery and synthesis of targeted molecules: https://iopscience.iop.org/article/10.1088/2632-2153/abe808

accelerated-discovery computer-aided-synthesis-planning de-novo-drug-design deep-learning drug-discovery proteochemometrics sars-cov-2

Last synced: 01 Feb 2026

https://github.com/kazuhito00/dis-onnx-sample

背景除去モデルであるDIS/IS-NetのPythonでのONNX推論サンプル

background-removal computer-vision deep-learning dichotomous-image-segmentation dis is-net onnx python u-2-net

Last synced: 17 Mar 2026

https://github.com/gleb-skobinsky/ru_punct

Нейронная сеть для восстановления пунктуации на русском языке.

deep-learning neural-network news nlp punctuation punctuation-restoration recurrent-neural-network recurrent-neural-networks russian russian-language

Last synced: 28 Jan 2026

https://github.com/plkumjorn/find

Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"

convolutional-neural-networks deep-learning human-in-the-loop model-debugging text-classification

Last synced: 21 Jan 2026

https://github.com/chihaya-yuka/multiplex-cot

[arXiv 2501.13117]The Multiplex CoT makes AI more thoughtful.

api cot deep-learning llm lrm orange-ai prompt-engineering

Last synced: 06 Jul 2025

https://github.com/yichengdwu/neuralgraphpde.jl

Integrating Neural Ordinary Differential Equations, the Method of Lines, and Graph Neural Networks

deep-learning equivariant-representations gnn graph-neural-networks julia partial-differential-equations

Last synced: 12 Oct 2025

https://github.com/rizalzaf/adversarialprediction.jl

Easily optimize generic performance metrics in differentiable learning.

adversarial-prediction deep-learning machine-learning neural-networks

Last synced: 21 Oct 2025

https://github.com/yehengchen/smartcar

SmartCar - Real-time SmartCar System (Driver/Passenger) which included Face ID Recognition and Head Pose Estimation

deep-learning face face-detection face-recognition facenet mtcnn-face-detection smartcar

Last synced: 05 May 2025

https://github.com/adeshpande3/nlp-stuff

Programs with word vectors, RNN, NLP stuff, etc

deep-learning natural-language-processing tensorflow word-embeddings

Last synced: 13 May 2025

https://github.com/georgeoshardo/SyMBac

Accurate segmentation of bacterial microscope images using deep learning synthetically generated image data.

biology deep-learning image-processing machine-learning microscopy segmentation synthetic-biology synthetic-data synthetic-dataset-generation

Last synced: 07 May 2025

https://github.com/innovatorved/gray_scale_to_color_image

Transforming Black & White Image in to colored image. Upload a black and white image to see it colorized by our deep learning model.

ai deep-learning gan gradio image image-processing innovatorved keras keras-tensorflow neural-network

Last synced: 13 Apr 2025

https://github.com/curiousily/reproducible-ml-with-dvc

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 07 Apr 2026

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: 18 Jul 2025

https://github.com/isaaccorley/segmenter-pytorch

PyTorch implementation of "Segmenter: Transformer for Semantic Segmentation" Strudel et al. (2021)

artificial-intelligence computer-vision deep-learning semantic-segmentation transformers vision-transformer

Last synced: 12 Apr 2025

https://github.com/armandpl/furuta

Building and Training a Rotary Inverted Pendulum robot

deep-learning reinforcement-learning robotics

Last synced: 13 Apr 2025

https://github.com/ben-hayes/southbank_ai

AI music plugins for Ableton Live used in a human-AI performance at London's Southbank Centre

ableton-live ai deep-learning magenta music tensorflowjs vae

Last synced: 17 Mar 2025

https://github.com/elicassion/3DTRL

Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"

3d-models action-recognition deep-learning image-classification pytorch video-alignment

Last synced: 20 Mar 2025

https://github.com/AgaMiko/GEBI

GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset

attention-maps deep-learning explainability explainable-ai global-explanation

Last synced: 19 Apr 2025

https://github.com/snap-research/stable-flow

Official implementation for "Stable Flow: Vital Layers for Training-Free Image Editing"

deep-learning diffusion-models flow-models generative-ai image-editing machine-learning text-to-image

Last synced: 15 May 2025

https://github.com/curiousily/Reproducible-ML-with-DVC

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 29 Jul 2025

https://github.com/amitness/major-project

Using power of deep learning to enhance resolution of videos

cnn deep-learning django gan tensorflow

Last synced: 09 Apr 2025

https://github.com/dunnkers/neural-network-backdoors

Implementations and demo of a regular Backdoor and a Latent backdoor attack on Deep Neural Networks.

backdoor-attacks backdoors deep-learning deep-neural-networks mobilenet neural-networks onnx pytorch

Last synced: 16 Oct 2025

https://github.com/hakaiinstitute/kelp-o-matic

Segmentation Tools for Remotely Sensed RPAS Imagery

deep-learning image-segmentation kelp segmentation semantic-segmentation

Last synced: 11 Jun 2025

https://github.com/wkentaro/yolo-world-onnx

ONNX models of YOLO-World (an open-vocabulary object detection).

computer-vision deep-learning foundation-models object-detection

Last synced: 15 Apr 2025

https://github.com/hemangjoshi37a/personalgoalassistant

AI-driven Personal Goal Assistant: Reinforcement learning-powered software mimics user behavior, interacts with computer inputs, and autonomously achieves goals in finance, social networking, and productivity. Open-source, Python-based RL agent.

ai automation autonomous-agents computer-vision data-preprocessing deep-learning finance goal-setting machine-learning mimic natural-language-processing open-source personal-goals productivity python reinforcement-learning social-media user-data

Last synced: 12 Aug 2025

https://github.com/kahst/birdnet-electron

Electron app for sound file analysis with BirdNET.

bioacoustics birdsong deep-learning electron tensorflowjs

Last synced: 16 Jan 2026

https://github.com/yeyupiaoling/booksource

《深度学习应用实战之PaddlePaddle》的源码

book deep-learning paddlepaddle

Last synced: 06 May 2025

https://github.com/NonvolatileMemory/MXNET-SMN

Sequential Matching Network implemented by MXNET

chatbot deep-learning mxnet

Last synced: 17 Apr 2025

https://github.com/SLAMPAI/large-scale-pretraining-transfer

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

big-transfer chest-x-ray14 chest-xray-images chexpert-dataset covidx-dataset deep-learning distributed-training few-shot-learning fine-tuning imagenet large-scale-learning medical-imaging mimic-cxr padchest-dataset pre-trained-model pre-training pytorch scaling-laws supercomputing transfer-learning

Last synced: 08 May 2025

https://github.com/openclimatefix/diffusion_weather

Testing out Diffusion-based models for weather and PV forecasting

deep-learning

Last synced: 02 Feb 2026

https://github.com/thalesgroup/pythagore-mod-reco

Package to train and run modulation recognition on raw I/Q radio samples, via deep-learning models

data-augmentation deep-learning deep-neural-network machine-learning modulation-classification modulation-recognition radio

Last synced: 17 Mar 2025

https://github.com/ryantd/veloce

WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.

data-parallelism deep-learning distributed distributed-computing heterogeneity model-parallelism parameter-server pytorch ray sparsity

Last synced: 10 Apr 2025

https://github.com/mathspp/nnfwp

Neural Networks Fundamentals with Python – implementing neural networks from scratch

deep-learning machine-learning machine-learning-tutorials neural-network neural-networks neural-networks-from-scratch python python3

Last synced: 06 Apr 2025

https://github.com/DarrenZhang01/ExCon

ExCon: Explanation-driven Supervised Contrastive Learning

artificial-intelligence deep-learning machine-learning-algorithms python representation-learning

Last synced: 08 May 2025

https://github.com/belkakari/cellular-automata-pytorch

A reproduction and tweaking of Growing Neural Cellular Automata

cellular-automata deep-learning differentiable-programming pytorch

Last synced: 13 Mar 2026

https://github.com/ashishpatel26/nice-object-detection-collection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

cascade-r-cnn deep-learning dssd essd fast-r-cnn faster-r-cnn fssd light-head-r-cnn mask-r-cnn object object-detect object-detecting object-detection-tutorial rcnn spp-net ssd yolo yolo2 yolov3 yolt

Last synced: 15 Mar 2026

https://github.com/sinanuozdemir/oreilly-bert-hands-on-nlp

This repository contains code for the O'Reilly Live Online Training for Hands on Transfer Learning with BERT

artificial-intelligence bert deep-learning machine-learning nlp transfer-learning

Last synced: 24 Apr 2025

https://github.com/ksdkamesh99/reverse-image-search

It is a replication of google image search engine for finding similar images in our database using artificial intelligence. It is a project which uses cosine distance or finding the similarity which is an amazing application of cosine similarity.

ajax cosine-distance cosine-similarity deep-learning flask image-search-engine jquery vgg16

Last synced: 06 Jul 2025

https://github.com/leonjessen/keras_tensorflow_on_iris

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

classification datascience deep-learning ggplot iris-dataset keras machine-learning neural-network r rstudio tensorflow tensorflow-tutorials tutorial

Last synced: 13 Jun 2025

https://github.com/barisyazici/tum_masters_thesis

Master's thesis in Computer Science at Technical University of Munich. Written in latex.

deep-learning latex machine-learning thesis

Last synced: 09 Apr 2025

https://github.com/radionets-project/radionets

Imaging radio interferometric data with Neural Networks.

convolutional-neural-networks deep-learning pytorch

Last synced: 05 Mar 2026

https://github.com/mvrahden/recurrent-js

[INACTIVE] Amazingly simple to build and train various neural networks. The library is an object-oriented neural network approach (baked with Typescript), containing stateless and stateful neural network architectures.

ai artificial-intelligence artificial-neural-networks backpropagation bayesian-network deep-learning deep-reinforcement-learning dnn feedforward-neural-network graph lstm neural-network npm recurrent-js recurrent-neural-networks rnn typescript

Last synced: 11 Oct 2025

https://github.com/peri044/stt

A multi-task model which does image captioning, sentence paraphrasing and cross-modal retrieval.

common-vector-space cross-modal-retrieval deep-learning image-captioning sentence-paraphrasing sequence-to-sequence

Last synced: 15 Mar 2026

https://github.com/soskek/variational_dropout_sparsifies_dnn

Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer

chainer deep-learning icml machine-learning neural-network

Last synced: 13 Oct 2025

https://github.com/imsanjoykb/brain-tumor-detection-cnn-architecture

Many different types of brain tumors exist. Some brain tumors are noncancerous (benign), and some brain tumors are cancerous (malignant). Brain tumors can begin in your brain (primary brain tumors), or cancer can begin in other parts of your body and spread to your brain (secondary, or metastatic, brain tumors).

brain-tumor-detection deep-learning deployment flask

Last synced: 30 Oct 2025

https://github.com/praful932/tf-rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow

Last synced: 03 Oct 2025

https://github.com/Yi-Shi94/Unsupervised-Deep-Shape-Descriptor-with-Point-Distribution-Learning

Unsupervised Deep Shape Descriptor with Point Distribution Learning

deep-learning descriptor python unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/maxim5/cs224n-2020-winter

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

cs224n deep-learning machine-learning nlp stanford-nlp

Last synced: 20 Jul 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-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 8,848 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 Attack 1,075 Deep Learning 1,064 Research Papers 999 Year 2023 894 Citing 888 Researchers 876 Robust Machine Learning in Medical Domain 841