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open-mmlab / mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
https://mmaction2.readthedocs.io
Apache License 2.0
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What is the low confidence threshold for the teacher model filter mentioned in the Omni-sourced paper #1708

Closed HuAndrew closed 2 years ago

HuAndrew commented 2 years ago

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  1. I have searched related issues but cannot get the expected help.
  2. I have read the FAQ documentation but cannot get the expected help.

Thanks for your work.

What is the low confidence threshold for the teacher model filter mentioned in the Omni-sourced Webly-supervised Learning for Video Recognition techer arxiv paper. image

kennymckormick commented 2 years ago

Hi，HuAndrew, Basically, we drop all web samples if the predicted pseudo label is not consistent with the keyword (that corresponds to an action category) we used to obtain it from the web.

hukkai commented 2 years ago

@HuAndrew If you have any questions, feel free to re-open the issue, thanks!