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random sampling for reference images? #38

@seojpark91

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@seojpark91

Hi, thanks for the amazing work! I have some questions regarding your code:

  1. consequent frames? : In the paper, it states that consequent frames are used as the input of TransVOD. However, in this line,

    ref_img_ids = random.sample(sample_range, self.num_ref_frames)

    reference samples are randomly selected ignoring consequent nature of frames.

  2. remove current frame from batch? : in this line

    if self.filter_key_img and img_id in sample_range:
    the code removes current img_id from the sample range. In the paper, it states that adjacent frames are fed into the code. Am I missing something here?

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