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vitoralbiero avatar vitoralbiero commented on May 25, 2024

Actually no, module.roi_heads.class_head.fc7 is the input to the face classification head.

You can extract from module.roi_heads.box_head.fc7, which is the input to the 6DoF head.
If you want more specialized pose features, you can grab them from the last but one layer on the FastRCNNDoFPredictor ("box_predictor").
Just know that both these features correspond to the local pose, and a post-processing step (pose conversion algorithm described in the paper) is used to convert the pose prediction to a global pose (w.r.t. to the full image).

Hope this helps.

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lqsunshine avatar lqsunshine commented on May 25, 2024

Actually no, module.roi_heads.class_head.fc7 is the input to the face classification head.

You can extract from module.roi_heads.box_head.fc7, which is the input to the 6DoF head.
If you want more specialized pose features, you can grab them from the last but one layer on the FastRCNNDoFPredictor ("box_predictor").
Just know that both these features correspond to the local pose, and a post-processing step (pose conversion algorithm described in the paper) is used to convert the pose prediction to a global pose (w.r.t. to the full image).

Hope this helps.
Thanks so much!

from img2pose.

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