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A Short Note on Evaluating RepNet for Temporal Repetition Counting in Videos

Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman

TL;DR

Some consistent issues on how RepNet has been evaluated in various papers are discussed, and a way to mitigate these issues is reported on different datasets, and evaluation code and the RepNet checkpoint are released.

Abstract

We discuss some consistent issues on how RepNet has been evaluated in various papers. As a way to mitigate these issues, we report RepNet performance results on different datasets, and release evaluation code and the RepNet checkpoint to obtain these results. Code URL: https://github.com/google-research/google-research/blob/master/repnet/

A Short Note on Evaluating RepNet for Temporal Repetition Counting in Videos

TL;DR

Some consistent issues on how RepNet has been evaluated in various papers are discussed, and a way to mitigate these issues is reported on different datasets, and evaluation code and the RepNet checkpoint are released.

Abstract

We discuss some consistent issues on how RepNet has been evaluated in various papers. As a way to mitigate these issues, we report RepNet performance results on different datasets, and release evaluation code and the RepNet checkpoint to obtain these results. Code URL: https://github.com/google-research/google-research/blob/master/repnet/

Paper Structure

This paper contains 5 sections, 3 equations, 3 tables.