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fine-tune 3D smal fiting

Open bobby20180331 opened this issue 2 years ago • 1 comments

Hi, @benjiebob ,thanks for your sharing. I have tried to utilize the project to get a fine-tune smal parameters for a specific cat with a cat .obj file. And the smal results as followed. 1.family_0.obj fine-turn to family 0 smal base model stage 0 result 00781_family_0 - Stage0

2.family_0.obj fine-turn to family 0 smal base model stage 2 result 00781_family_0 - Stage2

3.family_4.obj fine-turn to family 0 smal base model stage 0 result

00781_family_4 - Stage0

4.family_4.obj fine-turn to family 0 smal base model stage 2 result 00781_family_4 - Stage2

Seems that it can work better for cross species other in the same species with minor difference. Any suggestion for a better inner-species fine-turn result? We may Take the family_0.obj exported from data_000781_4_all.pkl as a benchmark.

Configaration for the result above: My training config use the fitter_3d/example_cfg.yaml (family_id=0) and my input .obj was exported from my_smpl_data_00781_4_all.pkl.

bobby20180331 avatar Feb 01 '23 07:02 bobby20180331

Hi, @benjiebob ,thanks for your sharing. I have tried to utilize the project to get a fine-tune smal parameters for a specific cat with a cat .obj file. And the smal results as followed. 1.family_0.obj fine-turn to family 0 smal base model stage 0 result 00781_family_0 - Stage0

2.family_0.obj fine-turn to family 0 smal base model stage 2 result 00781_family_0 - Stage2

3.family_4.obj fine-turn to family 0 smal base model stage 0 result

00781_family_4 - Stage0

4.family_4.obj fine-turn to family 0 smal base model stage 2 result 00781_family_4 - Stage2

Seems that it can work better for cross species other in the same species with minor difference. Any suggestion for a better inner-species fine-turn result? We may Take the family_0.obj exported from data_000781_4_all.pkl as a benchmark.

Configaration for the result above: My training config use the fitter_3d/example_cfg.yaml (family_id=0) and my input .obj was exported from my_smpl_data_00781_4_all.pkl.

Hi, have you figured out this problem?

yichuan1998 avatar Sep 04 '23 08:09 yichuan1998