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/patball1/detectree2

Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN

deep-learning detectron2 python pytorch

Last synced: 16 May 2025

https://github.com/doubangotelecom/ultimatemrz-sdk

Machine-readable zone/travel document (MRZ / MRTD) detector and recognizer using deep learning

ai android android-app artificial-intelligence deep-learning machine-learning mrtd mrz mrz-lines ocr raspberry-pi sdk tesseract-ocr ultimatemrz-sdk

Last synced: 04 Apr 2025

https://github.com/ndrplz/surround_vehicles_awareness

Learn to map surrounding vehicles onto a bird's eye view of the scene.

adas bird-eye deep-learning self-driving-car synthetic-data

Last synced: 23 Oct 2025

https://github.com/maja601/EuroCrops

The official repository for the EuroCrops dataset.

agriculture dataset deep-learning machine-learning opendata sentinel-2

Last synced: 07 May 2025

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

Benchmark of Apple MLX operations on all Apple Silicon chips (GPU, CPU) + MPS and CUDA.

apple-silicon benchmark deep-learning machine-learning mlx pytorch

Last synced: 13 Sep 2025

https://github.com/khanhnamle1994/neural-nets

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

deep-learning machine-learning neural-network

Last synced: 08 May 2025

https://github.com/google-research/dads

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

deep-learning model-based-rl reinforcement-learning skill-discovery unsupervised-learning

Last synced: 24 Apr 2025

https://github.com/zhongkaifu/seq2seqsharp

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

attention-model cuda deep-learning encoder-decoder gpu image lstm machine-translation neural-network seq2seq sequence-to-sequence tensor text transformer transformer-architecture transformer-encoder translation vision-transformer

Last synced: 04 Apr 2025

https://github.com/lightforever/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 20 Aug 2025

https://github.com/hengluchang/deep-news-summarization

News summarization using sequence to sequence model with attention in TensorFlow.

deep-learning encoder-decoder gigaword lstm news-summarization recurrent-neural-networks seq2seq tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/catalyst-team/mlcomp

Distributed DAG (Directed acyclic graph) framework for machine learning with UI

artificial-intelligence automl computer-vision deep-learning distributed-computing infrastructure machine-learning python pytorch research

Last synced: 03 Mar 2025

https://github.com/lucidrains/PaLM-jax

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)

artificial-general-intelligence attention-mechanism deep-learning jax transformers

Last synced: 31 Mar 2025

https://github.com/lucidrains/palm-jax

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)

artificial-general-intelligence attention-mechanism deep-learning jax transformers

Last synced: 04 Jul 2025

https://github.com/Chris-hughes10/pytorch-accelerated

A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

deep-learning huggingface-accelerate huggingface-examples pytorch pytorch-tutorial timm-examples training

Last synced: 15 Jul 2025

https://github.com/spoonnotfound/pytorch_deephash

Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015

deep-learning deephash hash image-retrieval pytorch

Last synced: 20 Aug 2025

https://github.com/guanyingc/sdps-net

Learning Based Uncalibrated Photometric Stereo for Non-Lambertian Surface (CVPR 2019 Oral)

deep-learning non-lambertian photometric-stereo pytorch uncalibrated

Last synced: 10 Sep 2025

https://github.com/google-research/snap

SNAP: Self-supervised Neural Maps for Visual Positioning and Semantic Understanding (NeurIPS 2023)

3d-mapping deep-learning pose-estimation self-supervised-learning

Last synced: 15 Mar 2026

https://github.com/nianticlabs/depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision stereo-matching

Last synced: 28 Feb 2026

https://github.com/nvidia/gmat

A toolkit showing GPU's all-round capability in video processing

codec cpp cuda deep-learning ffmpeg gpu image-processing nvidia video video-codec

Last synced: 11 May 2025

https://github.com/SHI-Labs/Self-Similarity-Grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

computer-vision deep-learning domain-adaptation person-reidentification

Last synced: 15 Mar 2025

https://github.com/shi-labs/self-similarity-grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

computer-vision deep-learning domain-adaptation person-reidentification

Last synced: 19 Jul 2025

https://github.com/xiaoaoran/3d_url_survey

(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

3d deep-learning pointcloud survey tpami2023 unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/bmw-innovationlab/bmw-anonymization-api

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 21 Jul 2025

https://github.com/pcyin/nl2code

A syntactic neural model for parsing natural language to executable code

deep-learning programming-language

Last synced: 10 Oct 2025

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 27 Jul 2025

https://github.com/vyraun/Megalodon

Various ML/DL Resources organised at a single place.

deep-learning deep-neural-networks machine-learning

Last synced: 19 Jul 2025

https://github.com/nvidia-isaac-ros/isaac_ros_object_detection

NVIDIA-accelerated, deep learned model support for image space object detection

deep-learning gpu inference jetson machine-learning nvidia object-detection ros ros2 ros2-humble tensorrt triton

Last synced: 02 Apr 2026

https://github.com/rendeirolab/lazyslide

Accessible and interoperable whole slide image analysis

deep-learning digital-pathology

Last synced: 25 May 2026

https://github.com/hfawaz/aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

convolutional-neural-networks data-augmentation deep-learning dtw dynamic-time-warping time-series-classification

Last synced: 16 Mar 2026

https://github.com/botkop/numsca

numsca is numpy for scala

deep-learning nd4j numpy scala

Last synced: 05 May 2025

https://github.com/WenjieDu/TSDB

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

classification data-mining database deep-learning forecasting imputation machine-learning partially-observed-time-series time-series time-series-analysis time-series-database time-series-datasets

Last synced: 01 Apr 2025

https://github.com/ethanhe42/gan-mnist

Generative Adversarial Network for MNIST with tensorflow

dcgan-model deep-learning face gan generative-adversarial-network mnist tensorflow

Last synced: 07 Apr 2025

https://github.com/NVIDIA/GMAT

A toolkit showing GPU's all-round capability in video processing

codec cpp cuda deep-learning ffmpeg gpu image-processing nvidia video video-codec

Last synced: 04 Apr 2025

https://github.com/SurajDonthi/Multi-Camera-Person-Re-Identification

State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.

computer-vision convolutional-neural-networks deep-learning dukemtmc-reid market-1501 mtmct multi-camera-tracking person-reidentification pytorch pytorch-lightning spatial-temporal

Last synced: 20 Mar 2025

https://github.com/blobcity/autoai

Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.

ai autoai automl codegen deep-learning machine-learning ml python

Last synced: 14 Dec 2025

https://github.com/StefanDenn3r/Unsupervised_Anomaly_Detection_Brain_MRI

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

anomaly-detection autoencoder deep-learning gan mri segmentation unsupervised-learning variational-autoencoder

Last synced: 14 Mar 2025

https://github.com/cvg/nicer-slam

[3DV'24 Best Paper Honorable Mention] NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM

3d-reconstruction camera-tracking deep-learning monocular-slam neural-fields neural-implicit-representations novel-view-synthesis slam

Last synced: 04 Oct 2025

https://github.com/mklarqvist/ai-playground

Playground for various AI projects and demos

ai artificial-intelligence deep-learning machine-learning ml

Last synced: 12 Mar 2026

https://github.com/kennardwang/vtuber-momosehiyori

😀 Live2D VTuber, made by Unity and Cubism. This project is based on TCP socket, OpenCV and deep learning

csharp cubism deep-learning dlib live2d opencv pycharm python3 pytorch tcp-socket unity vtuber

Last synced: 07 May 2025

https://github.com/kakaobrain/trident

A performance library for machine learning applications.

ai deep-learning library machine-learning performance python pytorch triton

Last synced: 24 Apr 2025

https://github.com/sshanu/relation-classification-using-bidirectional-lstm-tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

bidirectional-lstm deep-learning dependency-tree entities lca lstm lstm-networks lstm-tree neural-network relation-classification relation-extraction semeval tensorflow tree tree-structure word-embedding

Last synced: 14 Aug 2025

https://github.com/mdhmz1/Auto-Annotate

Auto-Annotate - Automatically annotate your entire image directory by a single command. As simple as saying - "Annotate all the street sign (label) in the autonomous car dataset (directory)" and BAM! DONE. Each and every image with a street sign in the diverse dataset directory containing images of all sorts which have a street sign are filtered and the segmentation annotation is performed in a single command. The Auto-Annotate tool provides auto annotation of segmentation masks for the objects in the images inside some directory based on the labels. Auto-Annotate is able to provide automated annotations for the labels defined in the COCO Dataset and also supports Custom Labels.

deep-learning hacktoberfest image-processing machine-learning object-detection

Last synced: 07 Apr 2025

https://github.com/gabrieltseng/pycrop-yield-prediction

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

agriculture deep-learning gaussian-processes machine-learning remote-sensing

Last synced: 18 Jan 2026

https://github.com/belskikh/kekas

Just another DL library

deep-learning kek neural-networks pytorch

Last synced: 08 May 2025

https://github.com/edaaydinea/ai-projects-for-healthcare

This repository is included artificial intelligence, machine learning, data science, computer vision projects related to healthcare.

artificial-intelligence deep-learning healthcare medical-image-analysis medical-imaging medicine-classification

Last synced: 09 Apr 2025

https://github.com/snap-research/CAT

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

compression cyclegan deep-learning gan gaugan image-to-image pix2pix pytorch

Last synced: 21 Jul 2025

https://github.com/tofunlp/lineflow

:zap:A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

deep-learning machine-learning natural-language-processing python

Last synced: 12 Mar 2026

https://github.com/ertis-research/kafka-ml

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

data-stream deep-learning docker gpu-acceleration iot kafka keras keras-tensorflow kubernetes machine-learning pytorch tensorflow

Last synced: 28 Feb 2026

https://github.com/czla/daily-paper-visual-tracking

记录每天整理的视觉目标跟踪论文

deep-learning object-tracking paper

Last synced: 20 Mar 2025

https://github.com/stormraiser/GAN-weight-norm

Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"

deep-learning generative-adversarial-network

Last synced: 01 Apr 2025

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

An analytical cost model evaluating DNN mappings (dataflows and tiling).

dataflow deep-learning deep-neural-networks

Last synced: 27 Mar 2025

https://github.com/snap-research/cat

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

compression cyclegan deep-learning gan gaugan image-to-image pix2pix pytorch

Last synced: 25 Oct 2025

https://github.com/cnzzx/GeMap

[ECCV'24] Online Vectorized HD Map Construction using Geometry

artificial-intelligence autonomous-driving deep-learning hd-map-construction

Last synced: 27 Apr 2025

https://github.com/baegwangbin/irondepth

[BMVC 2022] IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty

3d-reconstruction bmvc2022 computer-vision deep-learning depth-estimation monocular-depth-estimation surface-normal surface-normals uncertainty

Last synced: 04 Mar 2026

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 04 Apr 2025

https://github.com/merrymercy/tvm-mali

Optimizing Mobile Deep Learning on ARM GPU with TVM

arm deep-learning mali opencl tvm

Last synced: 17 Apr 2025

https://github.com/overlordgolddragon/see-rnn

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

deep-learning gru keras lstm rnn tensorflow visualization

Last synced: 26 Oct 2025

https://github.com/yuyang-huang/keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

deep-learning keras machine-learning

Last synced: 29 Mar 2025

https://github.com/theonesud/Pytorch-Model-Zoo

A collection of deep learning models implemented in PyTorch

collection deep-learning models neural-networks pytorch

Last synced: 19 Jul 2025

https://github.com/e3nn/e3nn-jax

jax library for E3 Equivariant Neural Networks

deep-learning jax lie-groups

Last synced: 08 Jul 2025

https://github.com/floodsung/wechat_jump_end_to_end

Playing Wechat Jump Game with End-to-End Convolutional Neural Networks

deep-learning wechat-jump-game

Last synced: 29 Jun 2025

https://github.com/lukasmosser/porousmediagan

Reconstruction of three-dimensional porous media using generative adversarial neural networks

computer-vision deep-learning generative-adversarial-network image-reconstruction machine-learning porous-media

Last synced: 20 Aug 2025

https://github.com/fedml-ai/fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow

Last synced: 10 Apr 2025

https://github.com/victordibia/anomagram

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

anomaly-detection deep-learning javascript neural-network react tensorflowjs

Last synced: 28 Jul 2025

https://github.com/hamelsmu/ktext

Utilities for preprocessing text for deep learning with Keras

deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3

Last synced: 06 Apr 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 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 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 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-anomaly-detection 138 Awesome-Deblurring 444 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 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559