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Yuliang-Zou avatar Yuliang-Zou commented on May 18, 2024

Seems that they changed the way they organize the dataset. I cannot use the preprocessing code for CityScapes either.

After modifying the code a little bit, I now have 1638 images as training split, 191 images as val split. Not sure if the author used the same setting.

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tinghuiz avatar tinghuiz commented on May 18, 2024

What kind of error does it give you when you use the preprocessing code?

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Yuliang-Zou avatar Yuliang-Zou commented on May 18, 2024

What I did to make the code works:

  1. Remove the suffix "_sequence"
  2. Swap the orders of "snippet_id" and "tgt_local_frame_id" and orders of "snippet_id" and "curr_local_frame_id" in is_valid_example() and load_image_sequence() in data/cityscapes/cityscapes_loader.py

Then I can get 1638 images as training split, 191 images as val split.

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tinghuiz avatar tinghuiz commented on May 18, 2024

You need to download the package called leftImg8bit_sequence_trainvaltest.zip(324GB) so it contains video snippets. After preprocessing I had ~69K training snippets and ~7K validation snippets.

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