cityscapes-dataset 开源项目推荐（46 个）

XuJiacong /PIDNet

这是我们近期工作的官方仓库：PIDNet

AngeLouCN /CFPNet

A pytorch-based real-time segmentation model for autonomous driving

42gas42 /multiclass-semantic-segmentation

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

TillBeemelmanns /cityscapes-to-coco-conversion

Cityscapes to CoCo Format Conversion Tool for Mask-RCNN and Detectron

anirudh-chakravarthy /CASENet

A Pytorch implementation of CASENet for the Cityscapes Dataset

GiovanniPasq /DA-Faster-RCNN

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild, Computer Vision and Pattern Recognition (CVPR) 2018

fpv-iplab /DA-RetinaNet

Official Detectron2 implementation of DA-RetinaNet, An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites, Image and Vision Computing (IMAVIS) 2021

LarsDoorenbos /ccdm-stochastic-segmentation

Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)

kevinfu1717 /SuperInterstellarTerminal

【X世纪星际终端】A Wechat Social and AR Game: 基于微信聊天，结合增强现实技术AR+LBS（基于图像位置）的轻社交星际漂流瓶游戏。向外太空发送漂流信息，看看AI预测的外星人是长什么样的，寻找身边的外星人,逗逗外星生物，看看外星植物及外星建筑。Send the message to the outer space, find the aliens in the earth. Let`s see what they look like from LSGAN`s prediction. Also, Have a look at the aliens' pets and the vegetation from the outer space

EliasKassapis /CARSSS

Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for Stochastic Semantic Segmentation"

sauradip /night_image_semantic_segmentation

[ICIP 2019] : Official PyTorch implementation of the paper "What's There in The Dark" accepted in IEEE International Conference in Image Processing 2019 (ICIP19) , Taipei, Taiwan.

dronefreak /CABiNet

CABiNet: Efficient Context Aggregation Network for Low-Latency Semantic Segmentation (ICRA2021)

maomao0819 /BEVANet

Official Repository for BEVANet: Bilateral Efficient Visual Attention Network for Real-time Semantic Segmentation (ICIP 2025 Spotlight Oral)

ankitrajsh /Image-Segmentation-Using-ViT-on-Cityscapes-Datasets

该项目在 GitHub 上没有填写描述

MichaelVorndran /InconsistencyMasks

Official implementation of Inconsistency Masks. A robust semi-supervised segmentation framework that reframes model disagreement as a signal for uncertainty filtering. It acts as a general performance enhancer for SOTA models and a stabilizer for training from scratch.

tudelft-iv /instance_stixels

Implementation of the Instance Stixel pipeline. Paper:

kubitz /UAV-Segmentation-Scripts

Collection of scripts for preparation of datasets for semantic segmentation of UAV images

shashankag14 /Cityscapes-Segmentation

PyTorch implementation for Semantic Segmentation on Cityscapes dataset using R2UNET and its modified version.

mohamedac29 /DSANet

DSANet: Dilated Spatial Attention for Real-time Semantic Segmentation in Urban Street Scenes

mohamedac29 /Real-time-Semantic-Segmentation-Survey

A survey of Real time Semantic Segmentation for autonomous driving