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Lotayou avatar Lotayou commented on July 30, 2024 1

@prismformore I'll upload my own implementation in a matter of days...

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nyoki-mtl avatar nyoki-mtl commented on July 30, 2024

@Lotayou
Here is my train dataset.
But, I don't think it is suitable for this work.
I should increase the number of images and take more various poses.
I will remove the link in a week.

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Lotayou avatar Lotayou commented on July 30, 2024

Thanks for the heads up. I'll keep on rolling with my work. Let's stay in touch and continue sharing info with each other. Good luck bro.

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nyoki-mtl avatar nyoki-mtl commented on July 30, 2024

Thanks!

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Lotayou avatar Lotayou commented on July 30, 2024

I've finished downloading the dataset. Feel free to disable the link anytime.

BTW, do you mind telling me how long does it take to train such a model (I have one Nvidia card with 12G memory)? I can use a rough timeline to coordinate with my colleagues.

Also, there's one thing puzzling me: It seems like pix2pixHD is designed to translate the segmentation masks to real images, not the skeleton stick-figures. Are we really supposed to use the skeleton as label instead of treating it as a normal RGB image from a different modality?

Anyway, I'll try using both body masks and image skeletons as input, gonna open a new repository on that too. I'll keep you notified if anything new happens.

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Lotayou avatar Lotayou commented on July 30, 2024

Hey, any progress? I've successfully trained pix2pix model with my own dataset and will publish the result these days

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prismformore avatar prismformore commented on July 30, 2024

@Lotayou I think the input of pix2pixHD is RGB image in this code

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Lotayou avatar Lotayou commented on July 30, 2024

@prismformore My thought exactly. using RGB input works well. It's just that nyoki's dataset convert skeleton to labels that I feel necessary to clarify this.

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prismformore avatar prismformore commented on July 30, 2024

@Lotayou Would u mind showing us your generated results with a comparison of different types of input (real image and skeleton)? Which one is better?

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