Here is the diagnostic tool for BMVC 2021 paper Diagnosing Errors in Video Relation Detectors.

Last update: Dec 26, 2022

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Overview

Here is the diagnostic tool for BMVC 2021 paper Diagnosing Errors in Video Relation Detectors.

We provide a tiny ground truth file demo_gt.json, and tiny video relation detection results (under demo_det/) for the demo.

Run vrd_analysis.py will get false positive analysis figure, false negative analysis figure, mAP gain analysis and relation characteristics analysis figures. These figures are saved as PDF files corresponding.

If you find this diagnostic tool useful in your research please cite:

@inproceedings{chen2021diagnosing,
  title={Diagnosing Errors in Video Relation Detectors},
  author={Chen, Shuo and Pascal, Mettes and Snoek, Cees GM},
  booktitle={BMVC},
  year={2021}
}

Owner

Shuo Chen

PhD Candidate at University of Amsterdam

GitHub Repository

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Here is the diagnostic tool for BMVC 2021 paper Diagnosing Errors in Video Relation Detectors.

Related tags

Overview

Owner

Shuo Chen

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

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Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".

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