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Comments (5)

ikvision avatar ikvision commented on May 23, 2024

M(\theta,\beta) returns a mesh in pred_vertices in

VIBE/lib/models/spin.py

Lines 381 to 388 in 17b1749

pred_output = self.smpl(
betas=pred_shape,
body_pose=pred_rotmat[:, 3:],
global_orient=pred_rotmat[:, :3],
pose2rot=True,
)
pred_vertices = pred_output.vertices

Given a mesh to calculate the 3d key joints it a sparse Matrix J_regressor multiplication
pred_joints = torch.matmul(J_regressor_batch, pred_vertices)

As illustrated in SMPL paper:
image

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wangzheallen avatar wangzheallen commented on May 23, 2024

M(\theta,\beta) returns a mesh in pred_vertices in

VIBE/lib/models/spin.py

Lines 381 to 388 in 17b1749

pred_output = self.smpl(
betas=pred_shape,
body_pose=pred_rotmat[:, 3:],
global_orient=pred_rotmat[:, :3],
pose2rot=True,
)
pred_vertices = pred_output.vertices

Given a mesh to calculate the 3d key joints it a sparse Matrix J_regressor multiplication

pred_joints = torch.matmul(J_regressor_batch, pred_vertices)

As illustrated in SMPL paper:
image

Thanks for the reply!

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mkocabas avatar mkocabas commented on May 23, 2024

Thanks @ikvision for the answer!

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ikvision avatar ikvision commented on May 23, 2024

@wangzheallen I wrote a detailed wiki on VIBE forward pass in https://ikvision.github.io/
I hope you find it useful

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wangzheallen avatar wangzheallen commented on May 23, 2024

@wangzheallen I wrote a detailed wiki on VIBE forward pass in https://ikvision.github.io/
I hope you find it useful

Thanks! I will add your nice blogs to my https://github.com/wangzheallen/awesome-human-pose-estimation

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