spring_utils
Additional utility code for the Spring dataset and benchmark
Science Score: 28.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 1 committers (100.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.2%) to scientific vocabulary
Keywords
Repository
Additional utility code for the Spring dataset and benchmark
Basic Info
- Host: GitHub
- Owner: cv-stuttgart
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://spring-benchmark.org/
- Size: 3.91 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Spring Utils
This repository contains:
* a PyTorch data loader for Spring, see dataloader.py
* code to convert Spring data into point clouds, see pointcloud.py
* code to convert Spring disparity maps into metric depth maps, see get_depth in pointcloud.py
Setup
Required python libraries: * flow_library (for reading/writing flow/disparity files) * open3d (for 3d point cloud visualization) * pytorch (for dataloader)
Citation
If you make use of this code, please cite our paper:
bibtex
@InProceedings{Mehl2023_Spring,
author = {Lukas Mehl and Jenny Schmalfuss and Azin Jahedi and Yaroslava Nalivayko and Andr\'es Bruhn},
title = {Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo},
booktitle = {Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2023}
}
Owner
- Name: Computer Vision Group
- Login: cv-stuttgart
- Kind: organization
- Repositories: 3
- Profile: https://github.com/cv-stuttgart
Computer Vision Group at the University of Stuttgart
Citation (CITATIONS.bib)
@InProceedings{Mehl2023_Spring,
author = {Lukas Mehl and Jenny Schmalfuss and Azin Jahedi and Yaroslava Nalivayko and Andr\'es Bruhn},
title = {Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo},
booktitle = {Proc. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2023}
}
GitHub Events
Total
- Issues event: 2
- Watch event: 5
- Issue comment event: 1
Last Year
- Issues event: 2
- Watch event: 5
- Issue comment event: 1
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Lukas Mehl | l****l@v****e | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: about 2 years ago
All Time
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- Total pull requests: 0
- Average time to close issues: N/A
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- Total issue authors: 0
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- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
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Top Authors
Issue Authors
- SebsBarbas (1)