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/icon-lab/slater

Official implementation of the paper: Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers

adversarial attention deep-learning mri-reconstruction transformers

Last synced: 16 Jul 2025

https://github.com/IUCNN/IUCNN

Train neural networks based on geographic species occurrences, environmental data and existing IUCN Red List assessments to predict the conservation status of "Not Evaluated" species, for any taxon or geographic region of interest. https://iucnn.github.io/IUCNN/

conservation conservation-prioritization deep-learning machine-learning tensorflow

Last synced: 07 May 2025

https://github.com/imkett/pcae

[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation

bart controllable-generation deep-learning nlp plug-and-play-language-models text-generation variational-autoencoder

Last synced: 13 Apr 2025

https://github.com/tlkh/pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

deep-learning keras mixed-precision nvidia tensorflow

Last synced: 13 Apr 2025

https://github.com/miladfa7/visionface

VisionFace: All-in-one face analysis framework: detection, recognition, embeddings, landmarks, anti-spoofing and support visualization

deep-learning face face-analysis face-detection face-landmarks face-recognition face-search machine-learning visionface

Last synced: 15 Aug 2025

https://github.com/instadeepai/instageo-e2e-geospatial-ml

A python package for end-to-end geospatial machine learning using multispectral earth observation data such as NASA HLS and ESA Sentinel-2.

deep-learning geospatial remote-sensing

Last synced: 12 May 2026

https://github.com/orestis-z/facial-beauty-predictor

Deep learning model to predict a beauty score for faces in images. Outperforms the state-of-the-art by up to 18% (2019).

computer-vision deep-learning deep-neural-networks facial-beauty-prediction scikit-learn tensorflow

Last synced: 18 Sep 2025

https://github.com/ozanarkancan/char-ner

Multi lingual character based named entity recognizer

bidirectional-lstms character-level deep-learning multilingual named-entity-recognition

Last synced: 29 Aug 2025

https://github.com/bhavitvyamalik/dialogtag

A python library to classify dialogue tag.

bert deep-learning distilbert swda tensorflow2 transformer

Last synced: 28 Jun 2025

https://github.com/ellisbrown/name2gender

Extrapolate gender from first names using Naïve-Bayes and PyTorch Char-RNN

char-rnn deep-learning gender-classification machine-learning naive-bayes-classifier rnn

Last synced: 22 Jul 2025

https://github.com/zekikus/medsegbench

[pip install medsegbench] 35x Standardized Medical Segmentation Datasets from Different Data Modalities

2d benchmark benchmarking deep-learning medical-image-segmentation medical-imaging medsegbench pytorch segmentation universal-segmentation

Last synced: 09 Jun 2026

https://github.com/business-science/gpu_accelerated_forecasting_modeltime_gluonts

GPU-Accelerated Deep Learning for Time Series using Modeltime GluonTS (Learning Lab 53). Event sponsors: Saturn Cloud, NVIDIA, & Business Science.

business-science deep-learning forecast forecasting gluon gluonts machine-learning modeltime modeltime-gluonts mxnet time-series

Last synced: 27 Jan 2026

https://github.com/qiauil/convdo

Convolutional Differential Operators for Physics-based Deep Learning Study

convolution deep-learning differentiable-programming differential-equations physics simulation

Last synced: 22 Jul 2025

https://github.com/qeeqbox/image-analyzer

Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)

deep-learning image-analyzer interface keras nsfw nsfw-recognition python3 server transfer-learning

Last synced: 02 Aug 2025

https://github.com/lukashedegaard/ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

ai artificial-intelligence deep-learning framework machine-learning python pytorch pytorch-lightning

Last synced: 02 Aug 2025

https://github.com/rishit-dagli/3d-transforms

3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.

3d 3d-graphics 3d-models 3d-reconstruction collaborate computer-vision deep-learning github github-campus-experts github-codespaces github-pages machine-learning tensorflow

Last synced: 04 Aug 2025

https://github.com/pooya-mohammadi/fer

We present our facial expression recognition models for fer-2013 dataset

classification cnn deep-learning fer fer2013 pytorch

Last synced: 07 Mar 2026

https://github.com/tonysy/drn-mxnet

Dense Relation Network: Learning Consistent and Context-Aware Representation For Semantic Image Segmentation. Modification of DRN source code

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

Last synced: 04 Oct 2025

https://github.com/nuhmanpk/webtrench

A powerful and easy-to-use web scrapper for collecting data from the web. Supports scraping of images, text, videos, meta data, and more. Ideal for machine learning and deep learning engineers. Download and extract data with just one line of code

audio-datasets data data-collection data-science dataset-generation deep-learning image-data-generator machine-learning python scarper text-datasets

Last synced: 21 Mar 2025

https://github.com/bytedance/ohta

[CVPR2024] OHTA: One-shot Hand Avatar via Data-driven Implicit Priors

3d-hand-reconstruction 3d-vision avatar computer-vision cvpr cvpr2024 deep-learning hand-pose-estimation neural-rendering research

Last synced: 13 Apr 2025

https://github.com/opendronemap/skyremoval

Create sky masks to improve photogrammetric reconstruction

deep-learning image-processing onnx photogrammetry

Last synced: 04 Sep 2025

https://github.com/minqi824/adgym

Official Implement of "ADGym: Design Choices for Deep Anomaly Detection", NeurIPS 2023

anomalydetection autoencoder automl deep-learning mlp resnet semi-supervised-learning tabular-data transformer weakly-supervised-learning

Last synced: 21 Mar 2025

https://github.com/florianwoelki/lungcure

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

deep-learning jupyter-notebook keras lung-cancer lung-cancer-detection lungcure machine-learning python stripe tensorflow webapp

Last synced: 12 Apr 2025

https://github.com/ai4ce/self-supervised-spare3d

[CVPR 2022] Self-supervised Spatial Reasoning on Multi-View Line Drawings

contrastive-learning deep-learning line-drawing line-drawings reasoning spatial-reasoning

Last synced: 11 Apr 2025

https://github.com/altimis/confusion-matrix-for-mask-r-cnn

Confusion matrix for Mask R-CNN (Matterport implementation)

confusion-matrix deep-learning mask-rcnn maskrcnn matterport object-detection plotting

Last synced: 25 Jun 2025

https://github.com/rickiepark/ml-with-pytorch

<머신 러닝 교과서: 파이토치 편>의 코드 저장소

deep-learning graph-neural-networks machine-learning neural-networks pytorch scikit-learn transformer

Last synced: 10 Apr 2025

https://github.com/khuangaf/kaggle-avito-nn

The 18th Place Solution to Avito Demand Prediction Challenge

deep-learning kaggle keras neural-network

Last synced: 30 Apr 2025

https://github.com/gcucurull/neural-art-transfer

Tensorflow implementation of the paper "A Neural Algorithm of Artistic Style"

deep-learning style-transfer tensorflow

Last synced: 30 Apr 2025

https://github.com/RuiYang-1010/efficient_online_learning

Efficient Online Transfer Learning for 3D Object Detection in Autonomous Driving

3d-object-detection autonomous-driving deep-learning kitti-dataset online-learning point-cloud random-forest velodyne

Last synced: 20 Mar 2025

https://github.com/nikhilcodes/fake-twitter-account-detection-keras

Using Deep Neural Network to create a predictive model for Fake Account Detection.

accuracy classification deep-learning deep-neural-network deeplearning keras prediction tensorflow

Last synced: 12 Aug 2025

https://github.com/nuhmanpk/Webtrench

A powerful and easy-to-use web scrapper for collecting data from the web. Supports scraping of images, text, videos, meta data, and more. Ideal for machine learning and deep learning engineers. Download and extract data with just one line of code

audio-datasets data data-collection data-science dataset-generation deep-learning image-data-generator machine-learning python scarper text-datasets

Last synced: 08 Jul 2025

https://github.com/scart97/thunder-speech

A Hackable speech recognition library.

audio deep-learning python pytorch speech speech-recognition

Last synced: 29 Oct 2025

https://github.com/redisai/redisai-go

A Golang client for RedisAI

deep-learning redis redis-ai redisai

Last synced: 31 Jul 2025

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: 22 Apr 2025

https://github.com/ai-forever/easy_sign

Easy_sign is an open source russian sign language recognition project that uses small CPU model for predictions and is designed for easy deployment via Streamlit.

ai4good computer-vision deep-learning gesture-recognition open-source russian-language sign-language-recognition sign-language-recognition-system

Last synced: 19 Apr 2025

https://github.com/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集(TibetanMNIST)的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 26 Jun 2025

https://github.com/shibing624/title-generator

Automatic Text Summarization and Title Generation.

deep-learning nlp text-summarization title-generation

Last synced: 12 Jun 2025

https://github.com/khaivdo/how-to-train-an-object-detector-using-tensorflow-api-on-ubuntu-16.04-gpu

This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)

deep-learning deep-learning-tutorial object-detection tensorflow-gpu tensorflow-models tensorflow-object-detection-api ubuntu1604

Last synced: 24 Oct 2025

https://github.com/matlab-deep-learning/mtcnn-face-detection

Face detection and alignment using deep learning

computer-vision deep-learning face-detection matlab mtcnn

Last synced: 07 May 2025

https://github.com/lempiji/golem

A simple tensor library for the computational graph on CPU

d-programming-language deep-learning dlang neural-network

Last synced: 27 Jan 2026

https://github.com/changyeyu/llm-rl-visualized

LLM, RL, DPO, Distillation, Alignment. 由《大模型算法》作者发起(Initiated by the author of the book📘 "Large Model Algorithms")

ai algorithms deep-learning llm nlp reinforcement-learning

Last synced: 13 Jun 2025

https://github.com/clulab/gentlenlp

Software introduced in the Deep Learning for NLP: A Gentle Introduction book

deep-learning machine-learning natural-language-processing nlp

Last synced: 29 Jan 2026

https://github.com/yyong119/im2cad

Unofficial code for IM2CAD

deep-learning im2cad lsun tensorflow

Last synced: 17 Oct 2025

https://github.com/dalmia/brain-tumor-segmentation-keras

Keras implementation of the multi-channel cascaded architecture introduced in the paper "Brain Tumor Segmentation with Deep Neural Networks"

convolutional-neural-networks deep-learning keras medical-imaging python

Last synced: 12 Mar 2026

https://github.com/patricksongzy/corgi

A neural network, and tensor dynamic automatic differentiation implementation for Rust.

autograd deep-learning machine-learning neural-network rust tensor

Last synced: 25 Oct 2025

https://github.com/sedflix/deepcoherence

(most probably incorrect implementation of) Text Coherence Analysis Based on Deep Neural Network

coherence-analysis deep-coherence-model deep-learning machine-learning natural-language-processing sentence-odering text-coherence

Last synced: 13 Mar 2026

https://github.com/tesslerc/ml-papers-tldr

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

deep-learning deep-neural-networks gan machine-learning reinforcement-learning

Last synced: 30 Jan 2026

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/chamathpali/fedsim

Similarity Guided Model Aggregation for Federated Learning

deep-learning federated-learning machine-learning privacy-preserving-machine-learning

Last synced: 18 Jun 2025

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/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/theosorus/gpt2-hasktorch

GPT2 implementation in Haskell with the Hasktorch library, inspired by Andrej Karpathy's Pytorch implementation.

deep-learning gpt-2 haskell hasktorch transformer

Last synced: 06 Mar 2026

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/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/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/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/Sentinal4D/cellshape

3D shape analysis using deep learning

cancer-biology cell-biology deep-learning geometric-deep-learning

Last synced: 07 May 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/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/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/outsorcerer/pocket-automl-android-tutorial

Pocket AutoML: Tutorial for Creating an Android App for Image Classification with Deep Learning

android automl computer-vision deep-learning deep-learning-tutorial tensorflow tensorflow-examples tensorflow-lite tensorflow-tutorials tutorial

Last synced: 23 Jun 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/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/rodrigobressan/keras-multi-output-model-utk-face

Exploring Keras functional API to build a multi-output model to predict race, gender and sex on UTK Face dataset.

deep-learning keras machine-learning multi-output-networks utkface

Last synced: 03 Oct 2025

https://github.com/karma9874/seq2seq-chatbot

Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server

attention-mechanism bidirectional-lstm chatbot deep-learning flask nlp question-answering seq2seq tensorflow

Last synced: 30 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-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