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/aliardan/RoadMarkingDetection

Road markings detection using yolov5 model based on ONNX

c-sharp deep-learning dotnet-core jupyter-notebook object-detection onnx pytorch yolo yolov5

Last synced: 20 Apr 2025

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 23 Mar 2025

https://github.com/renatogeh/gospn

A free, open-source inference and learning library for Sum-Product Networks (SPN)

classification dataset deep-learning golang gonum graph hacktoberfest image-reconstruction inference natural-language-processing pgm probability spn statistics

Last synced: 23 Mar 2025

https://github.com/jasonwbw/recordpapers4nlp

Record papers for some NLP related area

deep-learning dialogue-generation nlp reading-comprehension

Last synced: 04 Feb 2026

https://github.com/trevor-m/tensorflow-bicubic-downsample

tf.image.resize_images has aliasing when downsampling and does not have gradients for bicubic mode. This implementation fixes those problems.

aliasing bicubic deep-learning downsample gradients image-processing image-resizing images resize-images super-resolution tensorflow

Last synced: 22 Apr 2025

https://github.com/michalwols/yann

Yet Another Neural Network Library 🤔

deep-learning neural-network nn python pytorch torch

Last synced: 20 Mar 2025

https://github.com/sherylhyx/sssnet_signed_clustering

Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.

clustering deep-learning gnns graph-algorithms graph-neural-networks pytorch signed-network-embedding signed-networks social-network-analysis

Last synced: 14 Apr 2025

https://github.com/eedalong/dpex

Distributed DataLoader For Pytorch Based On Ray

data-pipeline dataloader deep-learning distributed-systems pytorch ray

Last synced: 13 Apr 2025

https://github.com/charmve/sne-roadseg2

🌱 SNE-RoadSeg in PyTorch, ECCV 2020 by Rui (Ranger) Fan & Hengli Wang, but now we have improved it.

charmve cyclegan cyclegan-pytorch deep-learning imgsegment machine-vision pytorch road-segmentation semantic-segmentation

Last synced: 21 Mar 2025

https://github.com/codait/magicat

🧙😺 magicat - Deep learning magic.. with the convenience of cat!

cli-utilities computer-vision deep-learning image-recognition image-segmentation

Last synced: 13 Apr 2025

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 13 Apr 2025

https://github.com/kleinyuan/tensorflow-yolo-ios

Real time object detection demo App with Yolo on iOS based on tensorflow framework

darknet deep-learning deep-neural-networks deepbelief ios real-time swift tensorflow tiny-yolo yolo

Last synced: 12 Apr 2025

https://github.com/yyong119/im2cad

Unofficial code for IM2CAD

deep-learning im2cad lsun tensorflow

Last synced: 17 Oct 2025

https://github.com/materight/repnet-pytorch

A PyTorch port with pre-trained weights of RepNet, from "Counting Out Time: Class Agnostic Video Repetition Counting in the Wild".

deep-learning pytorch self-supervised-learning

Last synced: 20 Jul 2025

https://github.com/arthurbernard/fynance

Python and Cython scripts of machine learning, econometrics and statistical tools designed for finance.

backtest deep-learning finance machine-learning neural-network python

Last synced: 17 Jun 2026

https://github.com/sakura2233565548/TabPedia

This repository is the codebase of TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy

deep-learning large-vision-language-models pytorch

Last synced: 24 Oct 2025

https://github.com/cvjena/deic

Benchmark for Data-Efficient Image Classification

computer-vision data-efficient-learning deep-learning image-classification

Last synced: 28 Jan 2026

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

Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch

abstract-reasoning artificial-intelligence deep-learning memory neuro-symbolic-learning

Last synced: 05 May 2025

https://github.com/larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

command-line-interface deep-learning hyperparameter keras machine-learning python tensorflow tensorflow-datasets

Last synced: 25 Jun 2025

https://github.com/rajsoni03/neural-plot-development

A Library for visualizing Neural Networks of the TensorFlow/Keras models.

3d-plot deep-learning graphs library matplotlib module neural-network visualization

Last synced: 12 Jul 2025

https://github.com/wassim249/tig_mi

Think.ai hackathon winner project : Moroccan interior design generator

1337 artificial-intelligence controlnet deep-learning diffusion-models hackathon huggingface machine-learning morocco python um6p

Last synced: 06 Mar 2026

https://github.com/rylanschaeffer/stanford-ai-alignment-double-descent-tutorial

Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle

deep-learning double-descent machine-learning

Last synced: 29 Oct 2025

https://github.com/conservationtechlab/animl-r

Animl comprises a variety of machine learning tools for analyzing ecological data. The package includes a set of functions to classify subjects within camera trap field data and can handle both images and videos.

deep-learning machine-learning

Last synced: 04 Feb 2026

https://github.com/mpatacchiola/contextual-squeeze-and-excitation

Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)

deep-learning few-shot-learning image-classification meta-learning paper pytorch squeeze-and-excitation squeeze-and-excitation-networks transfer-learning

Last synced: 11 Apr 2025

https://github.com/LucasFidon/trustworthy-ai-fetal-brain-segmentation

Trustworthy AI method based on Dempster-Shafer theory - application to fetal brain 3D T2w MRI segmentation

deep-learning fetal-mri segmentation trustworthy-ai trustworthy-machine-learning

Last synced: 06 May 2025

https://github.com/arabian9ts/ssd300

Single Shot MultiBox Detector implemented with TensorFlow

deep-learning detection-network machine-learning recognizer single-shot-multibox-detector ssd

Last synced: 05 May 2025

https://github.com/liuruoze/hiernet-sc2

(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.

deep-learning deep-neural-networks deep-reinforcement-learning hierarchical-reinforcement-learning reinforcement-learning starcraft-ii starcraft2 starcraft2-agents starcraft2-ai

Last synced: 12 Apr 2025

https://github.com/bkataru/fake-currency-identification

Uses retrained MobileNetV2 classification models to determine whether an Indian currency note is fake or real (based on watermark and fluorescent strip)

cnn-keras convolutional-neural-networks currency-detection currency-images deep-learning fake-currency keras mobilenet mobilenetv2 opencv tensorflow vgg16 vgg16-model

Last synced: 27 Jul 2025

https://github.com/Daniel-Liu-c0deb0t/3D-Neural-Network-Adversarial-Attacks

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow

Last synced: 09 Jul 2025

https://github.com/tristanbilot/mlx-gcn

MLX implementation of GCN, with benchmark on MPS, CUDA and CPU (M1 Pro, M2 Ultra, M3 Max).

apple cuda deep-learning gnn mlx pytorch

Last synced: 13 Sep 2025

https://github.com/residentmario/pytorch-training-performance-guide

Guidebook and reference on PyTorch training optimizations

deep-learning machine-learning pytorch

Last synced: 12 Sep 2025

https://github.com/maxim5/cs231n-2020-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

computer-vision cs231n deep-learning machine-learning stanford-university

Last synced: 18 Feb 2026

https://github.com/cstsunfu/dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

adversarial-training deep-learning demo grid-search image-captioning image-classification lightning ner nli pytorch relation-extraction streamlit summary

Last synced: 18 Sep 2025

https://github.com/kiyoon/pyvideoai

PyTorch-based Ultimate Deep Learning Research Tool focusing on Video Action Recognition

deep-learning pytorch

Last synced: 11 Sep 2025

https://github.com/it4innovations/ercnn-drs_urban_change_monitoring

Neural Network based Urban Change Detection with Deep-Temporal Multispectral and SAR Remote Sensing Data.

deep-learning remote-sensing satellite-imagery

Last synced: 30 Apr 2025

https://github.com/cleanpegasus/healthy_ly

An android app that can show if a food is allergic to you just by clicking its picture. It can likewise demonstrate it's health benefits, ingredients and recipes.

android deep-learning tensorflow

Last synced: 30 Aug 2025

https://github.com/apssouza22/smart-drone

This project leverage Machine learning/Computer vision to make a low-cost Drone smarter and autonomous.

computer-vision deep-learning opencv python robotics

Last synced: 18 Jan 2026

https://github.com/archinetai/difformer-pytorch

Diffusion based transformer, in PyTorch (Experimental).

artificial-intelligence deep-learning diffusion transformer

Last synced: 05 Apr 2025

https://github.com/yizhongw/tagnn-pdtb

Tag-enhanced Tree-Structured NN for discourse relation classification.

deep-learning discourse pdtb tree-gru tree-lstm

Last synced: 02 Sep 2025

https://github.com/knorth55/chainer-dense-fusion

Chainer implementation of Dense Fusion

chainer chainercv deep-learning inference pose-estimation

Last synced: 15 Apr 2025

https://github.com/durner/storn-keras

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

deep-learning deep-neural-networks keras machine-learning recurrent-neural-networks stochastic tensorflow theano

Last synced: 03 Sep 2025

https://github.com/depshad/deep-learning-framework-for-multi-modal-product-classification

Code repository for Rakuten Data Challenge: Multimodal Product Classification and Retrieval.

computer-vision deep-learning multi-modal-learning nlp pytorch rakuten-data-challenge

Last synced: 04 Sep 2025

https://github.com/fmi-basel/latent-predictive-learning

Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks"

deep-learning hebbian-plasticity self-supervised-learning

Last synced: 11 Mar 2026

https://github.com/terrytangyuan/public-talks

Slides, videos, and supporting files for my public talks

cloud-native deep-learning gitops kubernetes machine-learning mlops public-speaking

Last synced: 05 May 2025

https://github.com/saharan/webdl-ddpg

Deep Deterministic Policy Gradient with WebGL and CUDA

deep-learning deep-reinforcement-learning

Last synced: 24 Jun 2025

https://github.com/ct83/hemuer

An AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!

ai bootstrap datavisualisation-website datavisualization deep-learning emotion-detection emotion-recognition facial-expression-recognition facial-landmarks facial-recognition javascript nodejs rabbitmq

Last synced: 16 Sep 2025

https://github.com/daizedong/stanford-cs231n-2021-and-2022

Notes and slides for Stanford CS231n 2021 & 2022 in English. I merged the contents together to get a better version. Assignments are not included. 斯坦福cs231n的课程笔记(英文版本,不含实验代码),将2021与2022两年的课程进行了合并,分享以供交流。

2021 2022 computer-vision course cs231n deep-learning notes stanford

Last synced: 07 Feb 2026

https://github.com/mindspore-courses/deepnlp-models-mindspore

About MindSpore implementations of various Deep NLP models in cs-224n(Stanford Univ)

deep-learning mindspore nlp tutorial

Last synced: 28 Apr 2025

https://github.com/shrebox/Personified-Chatbot

A personified chatbot responding to a query based on the answering pattern of Dr. APJ Abdul Kalam using Information Retrieval, Natural Language Processing, and Deep Learning techniques.

apj-abdul-kalam chatbot deep-learning information-retrieval lstm natural-language-processing nlp ranking-algorithm seq2seq-chatbot seq2seq-model summarization word2vec

Last synced: 29 Apr 2025

https://github.com/spolu/gym_fuzz1ng

OpenAI Gym environment for binary fuzzing based on afl

afl deep-learning fuzzing openai-gym

Last synced: 07 Jul 2025

https://github.com/pooya-mohammadi/today-i-learned

Today I learned contains Q&A of what I have learned so far. It encompasses topics like: python, deep-learning, cuda-installation, docker, git, linux, etc.

deep-learning docker docker-compose git github linux machine-learning nginx nlp python speech tensorflow ubuntu

Last synced: 17 Jun 2025

https://github.com/ai4ce/deepsoro

[RA-L/ICRA2020] Real-time Soft Body 3D Proprioception via Deep Vision-based Sensing

data-driven deep-learning perception robotics soft-robotics softrobot softrobotics

Last synced: 11 Apr 2025

https://github.com/tirthajyoti/tirthajyoti.github.io

Tirthajyoti's Home Page about machine learning, statistics, analytics

algorithm analytics deep-learning machine-learning neural-network python r statistics

Last synced: 18 Jul 2025

https://github.com/rishit-dagli/people-counter-on-edge

Low latency resilient people detection and counting for edge devices

ai deep-learning edge-ai edge-computing ffmpeg-server machine-learning mqtt openvino-toolkit people-counter

Last synced: 05 May 2025

https://github.com/leoneversberg/codellama-chatbot

A local LLM chatbot using Code Llama

chatbot code-llama deep-learning llama2 llm nlp streamlit

Last synced: 17 Jan 2026

https://github.com/atharvaaalok/deepfusion

A highly modular and customizable Deep Learning framework.

deep-learning machine-learning neural-network python

Last synced: 18 Jul 2025

https://github.com/rekalantar/covid19_detector

Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients

artificial-intelligence computer-vision coronavirus covid-19 deep-learning machine-learning pandemic

Last synced: 05 May 2025

https://github.com/quickgrid/ai-resources

Research Paper Summaries, Setup & Performance Notes, Resource Links on AI, Deep Learning, NLP, Computer Vision for my learning.

ai ai-notes ai-research blender computer-vision deep-learning nlp paper-summaries papers research-paper research-paper-summaries

Last synced: 18 Jul 2025

https://github.com/mohnkhan/free_machine_learning_deep_learning_ann_books

Free, Machine Learning, Deep Learning, Artificial Neural Networks, Books, Ebooks. RNN., CNN. TDNN,

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

Last synced: 26 Jun 2026

https://github.com/makepath/austin-ml-change-detection-demo

A change detection demo for the Austin area using a pre-trained PyTorch model scaled with Dask on Planet imagery.

change-detection dask deep-learning planet pytorch remote-sensing

Last synced: 31 Oct 2025

https://github.com/noppoman/python-metal-benchmark

An experimental repo for accessing Metal API from Python (OSX Only)

deep-learning gpu machine-learning macos metal

Last synced: 19 Feb 2026

https://github.com/the-database/traiNNer-redux

Deep learning training framework for image super resolution and restoration.

deep-learning image-restoration machine-learning neural-network python pytorch super-resolution upscale

Last synced: 06 Mar 2025

https://github.com/ioangatop/super_tml

PyTorch implementation of SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data paper

convolutional-neural-networks deep-learning deep-neural-networks tabular-data transfer-learning

Last synced: 24 Dec 2025

https://github.com/SomeoneSerge/nixpkgs-cuda-ci

Building and caching nixpkgs with cudaSupport=true. We push to https://cuda-maintainers.cachix.org/

computer-vision cuda deep-learning nix nixpkgs

Last synced: 08 Aug 2025

https://github.com/sayakpaul/blood-cell-detection-using-tfod-api

This project demonstrates the use of TensorFlow Object Detection API (along with GCP ML Engine) to automatically detect Red Blood Cells (RBCs), White Blood Cells (WBCs), and Platelets in each image taken via microscopic image readings

deep-learning google-cloud-platform ml-engine object-detection tensorflow-object-detection-api

Last synced: 05 May 2025

https://github.com/dolotovevgeniy/unitbox

UnitBox: An Advanced Object Detection Network

computer-vision deep-learning face-detection tensorflow tensorflow2

Last synced: 12 Jun 2025

https://github.com/mahdihosseini/adp

Atlas of Digital Pathology for Deep Learning [CVPR2019]

computational-pathology database dataset deep-learning

Last synced: 11 Apr 2025

https://github.com/avhirupc/semantic-image-completion

Implementation of : Semantic Image Inpainting with Perceptual and Contextual Losses Raymond

computer-vision deep-learning deep-neural-networks image-inpainting machine-learning python tensorflow-experiments

Last synced: 29 Oct 2025

https://github.com/anastassia-b/neural-algorithm-artistic-style

🎨 Convolutional neural network implementation to generate content-and-style transferred images.

art convolutional-neural-networks deep-learning keras

Last synced: 28 Oct 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