irfa50

Segmentation-HHO_Altruism

Based on our paper on Multi-Objective Harris Hawk's Optimization with Altruism for Unsupervised Brain MRI Segmentation

scikit-image

Image processing in Python

ultrasound

sssegmentation

SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.

UniSeg

MICCAI 2023 Paper (Early Acceptance)

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

nnUNet

A2FSeg

A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation

MICCAI2019-OpenSourcePapers

MICCAI 2019 Open Source Papers

delse

PyTorch code for Deep Extreme Level Set Evolution (CVPR 2019)

techniques

Techniques for deep learning with satellite & aerial imagery

graph-cut-optimization

This code is downloaded from https://vision.cs.uwaterloo.ca/code/, pushed to GitHub for easier integration via git-submodule.

MBIS

An open source multivariate statistical n-classes clustering tool including graph-cuts optimization with specialization to brain imaging

Feature-selection

Some unsupervised attribute reduction (or feature selection) based on fuzzy rough set theory, including algorithms EUIAR, FMIUFS, FRUAR, and HKCMI.

ICTM

The iterative convolution-thresholding method (ICTM)

COCO-Style-Dataset-Generator-GUI

A simple GUI-based COCO-style JSON Polygon masks' annotation tool to facilitate quick and efficient crowd-sourced generation of annotation masks and bounding boxes. Optionally, one could choose to use a pretrained Mask RCNN model to come up with initial segmentations.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

unet

U-Net Biomedical Image Segmentation

LEDNet

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

SegLoss

A collection of loss functions for medical image segmentation

HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

semantic-segmentation-1

Improving Semantic Segmentation via Video Propagation and Label Relaxation

MS_RRFSegNet

MS-RRFSegNet: Multi-Scale Regional Relation Feature Segmentation Network for Semantic Segmentation of Urban Scene Point Clouds

lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

Texture-based-fire-detector

A Real-time Texture-based Fire Alarm System Project which involves network remote monitor and computer visions. The system was developed under Linux in C++ with OpenCV and Qt libraries.

croporweed

Texture classification on crop fields.

TextureClassification

Naive Bayes and KNN Classifier

image-classification

texture image classification with python