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Search results for segmentation image processing
image-processing
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segmentation
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121 search results found
Deep Learning For Image Processing
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18,759
deep learning for image processing including classification and object-detection etc.
Albumentations
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13,417
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
Segmentation_models.pytorch
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8,226
Segmentation models with pretrained backbones. PyTorch.
Catalyst
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3,151
Accelerated deep learning R&D
Pytorch Toolbelt
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1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
Slicer
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1,339
Multi-platform, free open source software for visualization and image computing.
Slicergitsvnarchive
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883
Multi-platform, free open source software for visualization and image computing.
Simpleitk
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801
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
Caer
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691
High-performance Vision library in Python. Scale your research, not boilerplate.
Maxvit
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340
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
Pyimsegm
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289
Image segmentation - general superpixel segmentation & center detection & region growing
Cucim
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282
cuCIM - RAPIDS GPU-accelerated image processing library
Imantics
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260
📷 Reactive python package for managing, creating and visualizing different deep-learning image annotation formats
Arabic Ocr
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192
OCR system for Arabic language that converts images of typed text to machine-encoded text.
Bonnetal
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167
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
Open Solution Data Science Bowl 2018
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158
Open solution to the Data Science Bowl 2018
Autoannotationtool
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149
A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported
Mgan
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118
Masking GAN - Image attribute mask generation
Mobile Segmentation
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107
Real-time semantic image segmentation on mobile devices
Pottslab
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105
Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)
Brainstools
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95
A suite of tools for medical image processing focused on brain analysis
Litiv
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90
C++ implementation pool for computer vision R&D projects.
Keras Icnet
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85
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Retina Features
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80
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
Hdfnet
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79
(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection
Xtreme Vision
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76
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
Awesome Biological Image Analysis
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74
A curated list of software, tools, pipelines, plugins etc. for image analysis related to biological questions.
Python Bioimage Analysis Tutorial
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72
A self-explanatory, hands-on intro to bioimage analysis in python. Slightly outdated but still much liked by learners.
Imagesegmentation
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66
Image Segmentation using Texture and Color features in C++
Orchestra
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62
Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.
Cv
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61
本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络,图像生成网络等,并
Blue_pyside
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55
bLUe - A simple and comprehensive image editor featuring automatic contrast enhancement, color correction, 3D LUT creation, raw postprocessing, exposure fusion and noise reduction
Dash Canvas
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53
An interactive image editing component for Dash
Segment Open
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52
Segment Source Distribution
Extensionsindex
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52
Slicer extensions index
Vanishing Point Detection
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49
Find the vanishing point of an image
Chunkflow
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47
Compose chunk operators to create a pipeline for local or distributed petabyte-scale computation
Medicalimagesegmentation
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45
This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the expertise in deep learning and optimization techniques to the medical image analysis domain.
Semantic Segmentation Pytorch
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42
PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset
Airs
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42
Road Segmentation in Satellite Aerial Images
Seeds Revised
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40
Implementation of the superpixel algorithm called SEEDS [1].
Osparc Iseg
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38
The Medical Image Segmentation Tool Set (iSEG) is a fully integrated segmentation (including pre- and postprocessing) toolbox for the efficient, fast, and flexible generation of anatomical models from various types of imaging data
Slicercustomapptemplate
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38
Template to be used as a starting point for creating a custom 3D Slicer application
Printed Text Recognition And Conversion
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38
A software for extracting text from scanned images of printed text documents
One Stop For Covid 19 Infection And Lung Segmentation Plus Classification
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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
Retinal Exudates Detection
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36
exudates detection using hybrid approach (Image Morphology & Machine Learning)
Crack Semantic Segmentation
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32
Real time crack segmentation using PyTorch, OpenCV and ONNX runtime
Multi Atlas Segmentation
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31
Multi Atlas Segmentation and Morphometric analysis toolkit (MASMAT) for mouse brain MRI
Watershed
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29
A Python implementation of the watershed image segmentation algorithm
Merlin
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29
MERlin is an extensible analysis pipeline applied to decoding MERFISH data
Cell Nuclei Detection And Segmentation
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29
Detect location and draw boundary of nuclei from microscopic images
Segmentation
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27
Catalyst.Segmentation
Eta
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27
ETA: Extensible Toolkit for Analytics
Solomon Breckon Book
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26
Fundamentals of Digital Image Processing: A Practical Approach with Examples in Matlab - Solomon / Breckon, 2010
Houghrectangle
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25
Rectangle detection using the Hough transform
Imgcrop
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25
Simple image augmentation library focusing on random geometric cropping
Graph Based Image Segmentation
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24
Implementation of efficient graph-based image segmentation as proposed by Felzenswalb and Huttenlocher [1] that can be used to generate oversegmentations.
Ravel
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24
Intensity normalization of structural MRIs using RAVEL
Bus Segmentation
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24
MATLAB implementation to segment breast lesions in ultrasound images (ICIAR 2016)
Extended Berkeley Segmentation Benchmark
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24
Extended version of the Berkeley Segmentation Benchmark [1] used for evaluation in [2].
Coursera Ai For Medicine Specialization
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22
Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai
Coarsenet
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21
Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.
Brainextractor
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20
A re-implementation of FSL's Brain Extraction Tool in Python
Leaf Image Segmentation
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19
Leaf Image Segmentation
Basic Image Processing
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19
Implementation of Basic Digital Image Processing Tasks in Python / OpenCV
Trained Models
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19
Trained TensorFlow models for 3D image processing
Cellsegmentation_tip2015
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18
Code for the paper "An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells" published on IEEE Transactions on Image Processing
Image Processing In Python
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18
This repository contains the links to the article that I wrote on Medium pertaining to Image processing.
Symbac
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18
Accurate segmentation of bacterial microscope images using synthetically generated image data.
Scikit Image Processing
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17
Image processing examples with Numpy, Scipy, and Scikit-image
Aeropath
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16
🫁 AeroPath: An airway segmentation benchmark dataset with challenging pathology
Skindetector
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16
Detects Human Skin From Image (color-region-segmentation-photo-detection-extract
Rm_anime_bg
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16
Anime background remover
Road Detection And Tracking
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16
Involves the OpenCV based C++ implementation to detect and track roads for almost realtime performance
Dictlearn
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14
Dictionary Learning for image processing
Vessel Segmentation Mr Registration
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14
The code in this repository is from my master thesis. This project aims to automatically segment carotid from 3D MR brain image, and use the segmented carotid to extract Time-Activity-Curve from PET images. It mainly involves 3D image coregistration, vessel segmentation, partial valume correction.
Unets
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14
Implemenation of UNets for Lung Segmentation
Projects Of Digital Image Processing Course
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13
In 2020, I am studying digital image processing. These are some small projects that I did.
Xmaptools_public
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13
This repository contains the latest stable version of XMapTools including binaries for macOS and Windows.
Sashimi
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13
SASHIMI segmentation is a Matlab App for semi-automatic interactive segmentation of multi-slice images.
Initialisation Problem
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12
Visual Object Tracking: The Initialisation Problem
Segmentation.jl
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12
Segmentation models in Julia
Exllsm Circuit Reconstruction
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12
Nextflow pipeline encapsulating workflows for analyzing expansion lattice light-sheet microscopy (ExLLSM) imagery
Imcyto
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11
Image Mass Cytometry analysis pipeline
Actk
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11
Automated Cell Toolkit
Sonar Image Segmentation Through Entropy Method
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11
This is a MATLAB implementation of Sonar Image Segmentation via Entropy Method
Image Processing Gui
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11
A GUI for Image Processing
Timagetk
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10
3D and 2D Image processing algorithms in Python for tissues
Keras_fc_densenet
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9
Keras implementation of the Fully Convolutional DenseNets for Semantic Segmentation paper.
Food Calories Estimation Using Image Processing
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9
Pyhistology
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9
Python package that uses colorspace-based segmentation to analyze histopathology images.
Image Segmentation
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9
[MINOR PROJECT]The aim of this project is to investigate the implementation and the applications of Image segmentation .
Otsu Thresholding
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9
Image Processing: Segmentation Using Otsu Threshold Method
Color Image Segmentation Using Region Growing And Region Merging
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9
Unsupervised color image segmentation using Region Growing and Region Merging
Nonparametric_shape_feature_priors_for_segmentation
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9
Nonparametric Joint Shape and Feature Priors for Image Segmentation - IEEE Transactions on Image Processing 2017
Semi_automated_obia_processing_with_local_uspo
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8
This repository contains the computer code of a semi-automated framework for land cover mapping using OBIA and local USPO
Pyspatialhistologyanalysis
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8
Package using StarDist and Python that performs object detection and spatial analysis on H&E images
Zfvascularquantification
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8
#ZVQ - Zebrafish Vascular Quantification - https://doi.org/10.1242/dev.199720
Pytorch Mask Rcnn
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8
Pytorch Implementation of Instance Segmentation using Mask RCNN
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