430 Open source projects that are alternatives of or similar to Semantic Segmentation Editor

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

STEAL - Learning Semantic Boundaries from Noisy Annotations (CVPR 2019)

Real-Time 3D Semantic Reconstruction from 2D data

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

DeepLab resnet v2 model in pytorch

VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)

Semantic segmentation models, datasets and losses implemented in PyTorch.

A Three.js-based framework written in Javascript/WebGL for visualizing 3D geospatial data

Drag-n-drop In-browser LAS/LAZ point cloud viewer. http://plas.io

This repository contains the source code of our work on designing efficient CNNs for computer vision

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Label Studio is a multi-type data labeling and annotation tool with standardized output format

[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".

CRF-RNN Keras/Tensorflow version

A light-weight, power efficient, and general purpose convolutional neural network

3D U-Net model for volumetric semantic segmentation written in pytorch

Pixel-wise segmentation on VOC2012 dataset using pytorch.

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

Code for https://arxiv.org/abs/1611.10080

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

An out-of-box human parsing representation extractor.

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

Light-Weight RefineNet for Real-Time Semantic Segmentation

loam code noted in Chinese（loam中文注解版）

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

Open3D: A Modern Library for 3D Data Processing

Powerful and efficient Computer Vision Annotation Tool (CVAT)

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Pytorch for Segmentation

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

PyTorch Implementations for DeeplabV3 and PSPNet

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

Understanding Convolution for Semantic Segmentation

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)

A semantic segmentation toolbox based on PyTorch

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

LiDAR SLAM: Scan Context + LeGO-LOAM

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Point Cloud Library (PCL)

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

This repository contains the reference implementation for our proposed Convolutional CRFs.

High-level batteries-included neural network training library for Pytorch

Real-Time Semantic Segmentation in Mobile device

Real time semantic slam in ROS with a hand held RGB-D camera

A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

常用的语义分割架构结构综述以及代码复现