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Top 449 segmentation open source projects

LEDNet
This is an unofficial implemention of LEDNet https://arxiv.org/abs/1905.02423
HRFormer
This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
UCTransNet
Implementation of our AAAI'22 work: 'UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer'.
volkscv
A Python toolbox for computer vision research and project
Dynamic ORB SLAM2
Visual SLAM system that can identify and exclude dynamic objects.
Semantic-Image-Segmentation
Applying the 100 Layer Tiramisu on the Camvid Dataset
U-Net-Fixed-Point-Quantization-for-Medical-Image-Segmentation
Repository containing code for "U-Net Fixed-Point Quantization for Medical Image Segmentation" paper at MICCAI2019
CAPE
Cylinder and Plane Extraction from Depth Cameras
Lyrics-to-Audio-Alignment
Aligns text (lyrics) with monophonic singing voice (audio). The algorithm uses structural segmentation to segment the audio into structures and then uses hidden markov models to obtain alignment within segments. The final alignment is concatenation of time stamps of lyrics within the segments for each song.
CarND-Detect-Lane-Lines-And-Vehicles
Use segmentation networks to recognize lane lines and vehicles. Infer position and curvature of lane lines relative to self.
uoais
Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022
pcan
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight
color-pop
🌈 Automatic Color Pop effect on any image inspired by Google Photos
MiVOS
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
Point2Sequence
Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network
nicMSlesions
Easy multiple sclerosis white matter lesion segmentation using convolutional deep neural networks.
Polygonization-by-Frame-Field-Learning
This repository contains the code for our fast polygonal building extraction from overhead images pipeline.
lung-image-analysis
A basic framework for pulmonary nodule detection and characterization in CT
Fast-SCNN pytorch
A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Network(PyTorch >= 1.4)
AttentionGatedVNet3D
Attention Gated VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge
vesseg
Brain vessel segmentation using 3D convolutional neural networks
anomaly-seg
The Combined Anomalous Object Segmentation (CAOS) Benchmark
Skin-Cancer-Segmentation
Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset
U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
SASHIMI
SASHIMI segmentation is a Matlab App for semi-automatic interactive segmentation of multi-slice images.
geocoding
地理编码技术,提供地址标准化和相似度计算。
medSeg
Medical Image Segmentation Toolkit based on PaddlePaddle - 基于paddle的医学影像分割框架
pyRANSAC-3D
A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm
imgcrop
Simple image augmentation library focusing on random geometric cropping
segDGM CNN
Segment Deep Gray Matter on QSM images using 3D CNN
NeuTu
Software package for neuron reconstruction and visualization
ETCI-2021-Competition-on-Flood-Detection
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
hyperseg
HyperSeg - Official PyTorch Implementation
MERlin
MERlin is an extensible analysis pipeline applied to decoding MERFISH data
rgbd person tracking
R-GBD Person Tracking is a ROS framework for detecting and tracking people from a mobile robot.
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