BadourAlBahar / pose-with-style

[SIGGRAPH Asia 2021] Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN
https://pose-with-style.github.io/
MIT License
268 stars 41 forks source link

ask for advice #28

Open zcdliuwei opened 1 year ago

zcdliuwei commented 1 year ago

Wonderful work! Can replace the source image with an animation character, and then use target pose to generate animation character that meet the target pose?

BadourAlBahar commented 1 year ago

You can but the results will probably not be great since the model was trained on the DeepFashion dataset.

On Fri, Mar 17, 2023 at 7:12 AM Keep Growing And Moving Forward < @.***> wrote:

Wonderful work! Can replace the source image with an animation character, and then use target pose to generate animation character that meet the target pose?

— Reply to this email directly, view it on GitHub https://github.com/BadourAlBahar/pose-with-style/issues/28, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGNJLVOFB6P3DJYOYK5JFJDW4RBKPANCNFSM6AAAAAAV6MSONI . You are receiving this because you are subscribed to this thread.Message ID: @.***>

zcdliuwei commented 1 year ago

Body

Thank you for your reply

If I collect some images of anime characters and use your script to train them, will the effect be better ? like in real human scenes

BadourAlBahar commented 1 year ago

The methods builds on dense pose. If dense pose works well with the subjects you have and you have enough data to train on, I think it should work.

On Fri, Mar 17, 2023 at 8:58 AM Keep Growing And Moving Forward < @.***> wrote:

You can but the results will probably not be great since the model was trained on the DeepFashion dataset. … <#m5188481289229552592> On Fri, Mar 17, 2023 at 7:12 AM Keep Growing And Moving Forward < @.> wrote: Wonderful work! Can replace the source image with an animation character, and then use target pose to generate animation character that meet the target pose? — Reply to this email directly, view it on GitHub <#28 https://github.com/BadourAlBahar/pose-with-style/issues/28>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGNJLVOFB6P3DJYOYK5JFJDW4RBKPANCNFSM6AAAAAAV6MSONI https://github.com/notifications/unsubscribe-auth/AGNJLVOFB6P3DJYOYK5JFJDW4RBKPANCNFSM6AAAAAAV6MSONI . You are receiving this because you are subscribed to this thread.Message ID: @.>

Thank you for your reply

If I collect some images of anime characters and use your script to train them, will the effect be better ? like in real human scenes

— Reply to this email directly, view it on GitHub https://github.com/BadourAlBahar/pose-with-style/issues/28#issuecomment-1473803484, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGNJLVMGW53NLC2S4COVP5TW4RNVRANCNFSM6AAAAAAV6MSONI . You are receiving this because you commented.Message ID: @.***>

zcdliuwei commented 1 year ago

thanks, i will give it a try !

zcdliuwei commented 1 year ago

Hello, I use the same environment and inference script as you: python inference.py --input_path ./data --CCM_pretrained_model path/to/CCM_epoch50.pt --pretrained_model path/to/posewithstyle.pt

But the output I get is this: fashionWOMENDressesid0000262902_3back_2_fashionWOMENDressesid0000262902_1front_vis

Did I miss something

zcdliuwei commented 1 year ago

Hello, I use the same environment and inference script as you: python inference.py --input_path ./data --CCM_pretrained_model path/to/CCM_epoch50.pt --pretrained_model path/to/posewithstyle.pt

But the output I get is this(View attachments) Did I miss something ?

At 2023-03-17 21:07:35, "Badour AlBahar" @.***> wrote:

The methods builds on dense pose. If dense pose works well with the subjects you have and you have enough data to train on, I think it should work.

On Fri, Mar 17, 2023 at 8:58 AM Keep Growing And Moving Forward < @.***> wrote:

You can but the results will probably not be great since the model was trained on the DeepFashion dataset. … <#m5188481289229552592> On Fri, Mar 17, 2023 at 7:12 AM Keep Growing And Moving Forward < @.> wrote: Wonderful work! Can replace the source image with an animation character, and then use target pose to generate animation character that meet the target pose? — Reply to this email directly, view it on GitHub <#28 https://github.com/BadourAlBahar/pose-with-style/issues/28>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGNJLVOFB6P3DJYOYK5JFJDW4RBKPANCNFSM6AAAAAAV6MSONI https://github.com/notifications/unsubscribe-auth/AGNJLVOFB6P3DJYOYK5JFJDW4RBKPANCNFSM6AAAAAAV6MSONI . You are receiving this because you are subscribed to this thread.Message ID: @.>

Thank you for your reply

If I collect some images of anime characters and use your script to train them, will the effect be better ? like in real human scenes

— Reply to this email directly, view it on GitHub https://github.com/BadourAlBahar/pose-with-style/issues/28#issuecomment-1473803484, or unsubscribe https://github.com/notifications/unsubscribe-auth/AGNJLVMGW53NLC2S4COVP5TW4RNVRANCNFSM6AAAAAAV6MSONI . You are receiving this because you commented.Message ID: @.***>

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