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cure-lab / MagicDrive

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”
https://gaoruiyuan.com/magicdrive/
GNU Affero General Public License v3.0
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FID指标 #32

Closed NuanBaobao closed 1 month ago

NuanBaobao commented 1 month ago

Thank you very much for your work, but I would like to ask a question about FID. I used the weights you published to generate a validation set data of 224 * 400, and processed the real validation set the same way, saving it as a PNG format image. However, after calculating the FID, it was much higher than the data in the paper. How did you calculate it? Thank you.

flymin commented 1 month ago

We use pytorch-fid.

NuanBaobao commented 1 month ago

Thank you for your response and help! I will follow your method and use pytorch-fid to calculate the FID. If I have any other questions, I will reach out to you again. Thanks once more!

ppeterpp commented 5 days ago

i used pytorch-fid and the generated pics from the released weights also yielded much higher FID

NuanBaobao commented 4 days ago

I am as well. Using pytorch-fid, I measured metrics that can reach around 25.