Top 7 Python cityscape Projects

HRNet-Semantic-Segmentation

1 3,018 0.0 Python

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
manydepth

2 594 0.0 Python

[CVPR 2021] Self-supervised depth estimation from short sequences

Project mention: How Many Sensors for Autonomous Driving? | news.ycombinator.com | 2023-06-07

Yup! This kind of reconstruction is known as multi-view reconstruction. Though the cameras don't need to have a movable mount, they're already on a car which moves! The car moves and gives them a new "perspective" at every frame. That's how some monocular systems already work. Here's an example of one such system: https://github.com/nianticlabs/manydepth
That said, I think what you're referring to is more extreme perspectives that shift in ways the car cannot drive and you are correct that this would aid in reconstruction. This is how NERF models do their 3D reconstruction (https://nerfies.github.io/).

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SeMask-Segmentation

2 243 2.8 Python

[NIVT Workshop @ ICCV 2023] SeMask: Semantically Masked Transformers for Semantic Segmentation
IAST-ECCV2020

1 84 1.8 Python

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
DA-RetinaNet

2 59 6.1 Python

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
DA-Faster-RCNN

1 47 5.4 Python

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
Real-time-Semantic-Segmentation

1 7 1.8 Python
SaaSHub

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SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python cityscapes related posts

How Many Sensors for Autonomous Driving?

1 project | news.ycombinator.com | 7 Jun 2023
Detectron2 Da-RetinaNet, Unsupervised Domain Adaptation for object detection

1 project | /r/programming | 15 Feb 2022
Researchers Introduce ‘SeMask’: An Effective Transformer-Framework That Incorporates Semantic Information Into The Encoder With The Help Of A Semantic Attention Operation

1 project | /r/ArtificialInteligence | 19 Jan 2022
Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020)

1 project | /r/AcademicCommunity | 30 Sep 2021
[D] My first serious effort into semantic segmentation

1 project | /r/learnmachinelearning | 23 Apr 2021
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www.influxdata.com | 2 May 2024

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Index

What are some of the best open-source cityscape projects in Python? This list will help you:

	Project	Stars
1	HRNet-Semantic-Segmentation	3,018
2	manydepth	594
3	SeMask-Segmentation	243
4	IAST-ECCV2020	84
5	DA-RetinaNet	59
6	DA-Faster-RCNN	47
7	Real-time-Semantic-Segmentation	7