390 Open source projects that are alternatives of or similar to StereoNet

embedding and grouping pixels into boundary, proposal, segment and object instance.

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

Official PyTorch implementation of SegFormer

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

Segmentation models with pretrained backbones. PyTorch.

MFNet-pytorch, image semantic segmentation using RGB-Thermal images

An extension of Open3D to address 3D Machine Learning tasks

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

Squeeze-unet Semantic Segmentation for embedded devices

A curated list of resources focused on Machine Learning in Geospatial Data Science.

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

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

手工实现的智能图片处理系统 包含基础的图片处理功能 各类滤波 seam carving算法 以及结合精细语义分割信息 实现智能去除目标的功能

DeepLabv3 built in TensorFlow

Official Pytorch Code of KiU-Net for Image Segmentation - MICCAI 2020 (Oral)

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

SOTA Semantic Segmentation Models in PyTorch

FC-DenseNet in PyTorch for Semantic Segmentation

A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).

FCN, U-Net models implementation in TensorFlow for fashion clothing parsing

DeepLab-ResNet rebuilt in Pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

proof-of-concept program that detects rail-track with semantic segmentation for autonomous train system

SegSort: Segmentation by Discriminative Sorting of Segments

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Semantic Segmentation Models in Pytorch

A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.

train test labels for sunrgbd

WMH segmentaion with unet, dilated_unet, and with ideas from denseNet

Semantic-TSDF for Self-driving Static Scene Reconstruction

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

PyTorch implementation of "Pyramid Scene Parsing Network".

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

"HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features" official pytorch implementation.

RefineNet-101 VOC in PyTorch

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Deep Image Compression using Decoder Side Information (ECCV 2020)

[NeurIPS2021 Poster] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

DL & CV & Neural Network

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation （ICCV2021）

PyTorch for Semantic Segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

A Raspberry Pi based smart connected speaker with support for airplay, spotify, mpd and local playback

FPConv: Learning Local Flattening for Point Convolution, CVPR 2020

Machine Learning Project to identify an ID Card on an image

Deep and Machine Learning for Microscopy

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Easily train or fine-tune SOTA computer vision models with one open source training library

🎨 Semantic segmentation models, datasets and losses implemented in PyTorch.

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

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Web labeling tool for bitmap images and point clouds