Top 449 segmentation open source projects

A segmentation engine for Django user models

Cut and paste augmentation for object detection and instance segmentation

Port of PragmaticSegmenter for sentence boundary detection

🍞 基于深度学习方法的图像分割（含语义分割、实例分割、全景分割）。

Example of semantic segmentation in Keras

Some matlab code of Active Contour Model for image segmentation

Axon/Myelin segmentation using Deep Learning

Python 3 library for analysis of neuroanatomical data

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

Chinese word segmentation in tensorflow 2.x

The code for preparing the training data for crowd counting / segmentation algorithm.

napari plugin for cellpose (see www.cellpose.org) - an anatomical segmentation tool

Skin lesion detection from dermoscopic images using Convolutional Neural Networks

The mutex watershed for image segmentation.

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

Sequential patch-based segmentation for medical image

RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation

Brain Segmentation on MRBrains18

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

A pixel classification based multiplexed image segmentation pipeline

Road Segmentation in Satellite Aerial Images

ETA: Extensible Toolkit for Analytics

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

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

Burmese (Myanmar) syllable level segmentation with regex.

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

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

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

BlindAssist iOS app

Kaggle | 14th place solution for TGS Salt Identification Challenge

MITK Diffusion - Official part of the Medical Imaging Interaction Toolkit

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

TF2 implementation of PointNet for segmenting point clouds

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

DroneDeploy Machine Learning Segmentation Benchmark

A Fast and Open Source Autonomous Perception System.

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

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

bLUe - A simple and comprehensive image editor featuring automatic contrast enhancement, color correction, 3D LUT creation, raw postprocessing, exposure fusion and noise reduction

This is a code repository for pytorch c++ (or libtorch) tutorial.

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，并会持续更新！！！

Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation

RGB-D Scribble-based Segmentation Benchmark

Try to implement deeplab v3+ on pytorch according to offical demo.

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

AR/VR Eye Semantic Segmentation - Rank 5th/17 - OpenEDS 2019

CS-Net (MICCAI 2019) and CS2-Net (MedIA 2020)

No description or website provided.

This repo contains customized deep learning models for segmenting cracks.

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

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

Implementation of "Efficient Regional Memory Network for Video Object Segmentation". (Xie et al., CVPR 2021)

A suite of tools for medical image processing focused on brain analysis

A uniform library wrapper for input from V4L2,Freenect,OpenNI,OpenNI2,DepthSense,Intel Realsense,OpenGL simulations and other types of video and depth input..

The research project based on Semantic KITTTI dataset, 3d Point Cloud Segmentation , Obstacle Detection

Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"

PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images

Decoder architecture based on the UNet++. Combining residual bottlenecks with depthwise convolutions and attention mechanisms, it outperforms the UNet++ in a coronary artery segmentation task, while being significantly more computationally efficient.

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