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295 search results found

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Albumentations ⭐ 12,823

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Mit Deep Learning ⭐ 9,328

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Jetson Inference ⭐ 6,912

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Pyaudioanalysis ⭐ 5,453

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pytracking ⭐ 2,913

Visual tracking library based on PyTorch.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Segment Geospatial ⭐ 2,362

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Coco Annotator ⭐ 1,743

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

Ailia Models ⭐ 1,640

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Robosat ⭐ 1,639

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

Pytorch Toolbelt ⭐ 1,441

PyTorch extensions for fast R&D prototyping and Kaggle farming

Awesome Diarization ⭐ 1,228

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Jieba Php ⭐ 1,193

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

Pointcnn ⭐ 1,176

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Awesome Diffusion Models In Medical Imaging ⭐ 813

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Pytorch Project Template ⭐ 791

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

Com.unity.perception ⭐ 740

Perception toolkit for sim2real training and validation in Unity

Retentioneering Tools ⭐ 714

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

Awesome Dataset Tools ⭐ 714

🔧 A curated list of awesome dataset tools

High-performance Vision library in Python. Scale your research, not boilerplate.

Awesome Ocr ⭐ 634

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Business Machine Learning ⭐ 620

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)

Monailabel ⭐ 472

MONAI Label is an intelligent open source image labeling and learning tool.

Awesome Segmentation Saliency Dataset ⭐ 470

A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄

Rectlabel Support ⭐ 463

RectLabel is an offline image annotation tool for object detection and segmentation.

Cam2bev ⭐ 442

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Label Tool ⭐ 294

Web application for image labeling and segmentation

Deepvoice ⭐ 278

Deep Voice: Real-time Neural Text-to-Speech

Imantics ⭐ 260

📷 Reactive python package for managing, creating and visualizing different deep-learning image annotation formats

Awesome Segment Anything Extensions ⭐ 255

Segment-anything related awesome extensions/projects/repos.

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Segment Lidar ⭐ 232

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

Unsupervised Video ⭐ 223

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Arabic Ocr ⭐ 192

OCR system for Arabic language that converts images of typed text to machine-encoded text.

Deepresearch ⭐ 166

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Deepdrr ⭐ 166

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

Open Solution Data Science Bowl 2018 ⭐ 158

Open solution to the Data Science Bowl 2018

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Videoseg ⭐ 139

[CVPR 2017] Video motion segmentation and tracking

A generalizable application framework for segmentation, regression, and classification using PyTorch

Cvml_project ⭐ 121

Projects and application using computer vision and machine learning

Masking GAN - Image attribute mask generation

Axondeepseg ⭐ 109

Axon/Myelin segmentation using Deep Learning

Seismiqb ⭐ 106

Seismic data interpretation with deep learning

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

Autoalbument ⭐ 89

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

[arXiv 2022] MogaNet: Efficient Multi-order Gated Aggregation Network

Cnnbasedmedicalsegmentation ⭐ 83

Code for reproducing the results of our paper on CNN-based medical image segmentation

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Quicknat_pytorch ⭐ 75

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Spleeterrt ⭐ 75

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Text Segmentation ⭐ 73

Implementation of the paper: Text Segmentation as a Supervised Learning Task

Evaluating_bdl ⭐ 70

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

Open source Python library for building bioimage analysis pipelines

Occlusions 4d ⭐ 66

Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation

U Net Fixed Point Quantization For Medical Image Segmentation ⭐ 62

Repository containing code for "U-Net Fixed-Point Quantization for Medical Image Segmentation" paper at MICCAI2019

Orchestra ⭐ 62

Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Vector Map Generation From Aerial Imagery Using Deep Learning Geospatial Unet ⭐ 59

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

This is a repository for summarizing papers especially related to machine learning.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Frontend Regression Validator ⭐ 55

Visual regression tool used to compare baseline and updated instances of a website in a deployment pipeline.

Sedtwik Event Detection From Tweets ⭐ 55

Segmentation based event detection from Tweets. Published at NAACL SRW 2019

Espnetv2 Coreml ⭐ 53

Semantic segmentation on iPhone using ESPNetv2

Catalyst Examples ⭐ 53

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Unet_darknet ⭐ 51

U-Net implementation on darknet (semantic segmentation)

Retail Segmentation Based Marketing Campaing In R And H2o ⭐ 51

Showcase for using H2O and R for scoring for marketing campaign in retail

Selfie Anywhere ⭐ 48

Selfie Anywhere

BRepNet: A topological message passing system for solid models

Slicerautomateddentaltools ⭐ 45

A 3D Slicer extension to use AMASSS, ALI-CBCT and ALI-IOS

pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp

Napari Hub ⭐ 45

Discover, install, and share napari plugins

Chainer Fcis ⭐ 43

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

Label Pixels ⭐ 42

Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.

Road Segmentation in Satellite Aerial Images

Duck Net ⭐ 41

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

Usss_iccv19 ⭐ 39

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Machine Learning Resources ⭐ 39

List of books and other resources that are related to deep learning

Spinal cord gray matter segmentation using deep dilated convolutions.

Skin_lesion_detection_deep_learning ⭐ 38

Skin lesion detection from dermoscopic images using Convolutional Neural Networks

One Stop For Covid 19 Infection And Lung Segmentation Plus Classification ⭐ 38

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

Printed Text Recognition And Conversion ⭐ 38

A software for extracting text from scanned images of printed text documents

Time Series Segmentation Benchmark ⭐ 36

This repository contains the time series segmentation benchmark (TSSB).

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