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hkchengrex avatar hkchengrex commented on June 2, 2024
  1. frame_idx is just 0, representing the first frame most of the time. That interface is used to adapt to interactive/YouTubeVOS testing which is more complicated. From the propagation perspective, it is always the "first frame" in the propagation sequence.
  2. The third dimension is time (B*C*T*H*W consistently in most places). It is just 1, representing a single frame.

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longmalongma avatar longmalongma commented on June 2, 2024
  1. frame_idx is just 0, representing the first frame most of the time. That interface is used to adapt to interactive/YouTubeVOS testing which is more complicated. From the propagation perspective, it is always the "first frame" in the propagation sequence.
  2. The third dimension is time (B*C*T*H*W consistently in most places). It is just 1, representing a single frame.
    @hkchengrex Thanks for your reply. In the YouTube dataset the first frame is labeled, right? How do I find labeled frames in test code?

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hkchengrex avatar hkchengrex commented on June 2, 2024

It is more complicated than that in YouTubeVOS. Check the dataset/our inference code for details.

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longmalongma avatar longmalongma commented on June 2, 2024

It is more complicated than that in YouTubeVOS. Check the dataset/our inference code for details.

@hkchengrex One thing I am confused about is how to store the value of frame 0 in memory if there is no GT on frame 0?Because value holds the features and the mask.

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hkchengrex avatar hkchengrex commented on June 2, 2024

@longmalongma Look at the youtube evaluation script for details. In short, we just skip the frames before the one with GT.

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longmalongma avatar longmalongma commented on June 2, 2024

@longmalongma Look at the youtube evaluation script for details. In short, we just skip the frames before the one with GT.

@hkchengrex I seem to understand. The key_k and key_v here may not be frame 0, but they must be frames with labels?

image

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hkchengrex avatar hkchengrex commented on June 2, 2024

@longmalongma Yes.

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