399 Open source projects that are alternatives of or similar to mutex-watershed

Distributed segmentation for bio-image-analysis

The Geometry and Image-Based Bioengineering add-On for MATLAB

Perception toolkit for sim2real training and validation

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

Web application for image labeling and segmentation

TF2 implementation of PointNet for segmenting point clouds

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.

Burmese (Myanmar) syllable level segmentation with regex.

A PyTorch implementation of PointRend: Image Segmentation as Rendering

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning

Kaggle airbus ship detection challenge 21st solution

MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit

A sentence segmenter that actually works!

Brain extraction in presence of abnormalities, using single and multiple MRI modalities

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

DroneDeploy Machine Learning Segmentation Benchmark

Code for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019

A unified environment for DNN-based automated segmentation of neuronal EM images

( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing

Flood-Filling Networks for instance segmentation in 3d volumes.

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

Camouflaged Object Detection, CVPR 2020 (Oral & Reported by the New Scientist Magazine)

A collection of dataset loaders

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

a generalist algorithm for cellular segmentation

Kaggle | 14th place solution for TGS Salt Identification Challenge

Intensity-based_Lidar_Camera_Calibration

ETA: Extensible Toolkit for Analytics

Tunable U-Net implementation in PyTorch

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

Fast (aimed to "real time") Portrait Segmentation on mobile phone

Brain Segmentation on MRBrains18

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

Code and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

My Implementation of the deeplab_v1 (known as deeplab large fov)

Python version of Sudachi, a Japanese tokenizer.

A Fast and Open Source Autonomous Perception System.

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

Sequential patch-based segmentation for medical image

PyTorch re-implementation of DeepMask

PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)

Sparse and structured neural attention mechanisms

GPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimation, Artistic style transfer

Deep Learning for Seismic Imaging and Interpretation

TensorFlow implementation of ENet

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

A pixel classification based multiplexed image segmentation pipeline

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

A curated list of dedicated resources and applications

3D Graph Neural Networks for RGBD Semantic Segmentation

[deprecated] reference code for string segmentation using LSTM(tensorflow)

Papers and Datasets about Point Cloud.

This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.

Simple linear iterative clustering (SLIC) in a region of interest (ROI)

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

Road Segmentation in Satellite Aerial Images

BlindAssist iOS app