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Comments (6)

Silverster98 avatar Silverster98 commented on July 30, 2024

The result seems abnormal. How about sampling more results? Do all results have such behavior?

from humanise.

Silverster98 avatar Silverster98 commented on July 30, 2024

Here is one of my results generated with this scene.
motion

from humanise.

ShuimuXiao01 avatar ShuimuXiao01 commented on July 30, 2024

Thanks a lot. I found that this was because I set the wrong Action-Specific Model path. When I fixed this error, the avatar's actions became normal.

By the way, when I test the 'sit' model, I generate 10 samples, but none of them sit in the right position. Is this normal?

motion

from humanise.

Silverster98 avatar Silverster98 commented on July 30, 2024

I think it is normal, it is very hard to generate physically plausible results. First, accurately grounding the target object in a 3D scene is really challenging. Second, fine-grained 3D geometry awareness has not been well studied. Both two challenges make it hard to align the motion with the target interacting object. Let alone we solving this problem with a cVAE-based generative model in an end-to-end manner. We hope that the community can pay more attention to this field and push it forward.

from humanise.

ShuimuXiao01 avatar ShuimuXiao01 commented on July 30, 2024

Thanks for your reply. When will the Action-Agnostic Model be released?
Is the Action-Specific Model just overfit on one specific action and ignores the input text? Because whatever the text is, the model will generate the same action.

from humanise.

Silverster98 avatar Silverster98 commented on July 30, 2024

We will release that soon.

from humanise.

Silverster98 avatar Silverster98 commented on July 30, 2024

I have released the code for action-agnostic model just now. I will close this issue. If you have any other questions, just open a new issue.

from humanise.

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