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I3D Feature Extraction about a2net HOT 2 OPEN

vividle avatar vividle commented on June 27, 2024
I3D Feature Extraction

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VividLe avatar VividLe commented on June 27, 2024

You can directly use the feature, without upsample.
The feature extraction process by I3D model would decrease the temporal length by a factor of $\frac{1}{8}$. Given 256 frames, you would obtain 32 features. In the paper, we use frame to indicate a feature vector, which correspond to 8 frames.

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mokiki1 avatar mokiki1 commented on June 27, 2024

Thank you for your answer.
image

First, how to understand that stride = 4. Secondly, if can, I would like to know the length of the video input into the I3D model when you extract the features of a video.Finally, do you set overlap? thanks.

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