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gurkirt / realtime-action-detection

This repository host the code for real-time action detection paper
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About reported results #44

Closed heyraselyn closed 5 years ago

heyraselyn commented 5 years ago

Hi. I'm just confused about your reported results. It says in your paper that using RGB images only, the results are as follow: @0.2: 69.8, @0.5:40.9, @.75: 15.5, @Avg: 18.7 But from the table in this repo: This implentation[4] RGB: @0.2: 72.08, @0.5: 40.59, @0.75: 14.06, @Avg: 18.48

Why is that so? Thank you.

gurkirt commented 5 years ago

The difference is clear from 0.5 and 0.75. The paper's results were generated with caffe implementation of SSD, which used some different parameters. I think it is due to different beta value in l1 loss function of pytorch and caffe.