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edwardzhou130 avatar edwardzhou130 commented on July 20, 2024

Hi, thanks for your interest in our work. Compared with CenterPoint, there are three significant changes:

  1. We modified the RPN to include features from more scales.
  2. We completely changed the detection head to separate the center classification and box regression process. The CenterFormer structure is applied after the selection of center candidates. And the regression head is now on 1D center features rather than 2D BEV features.
  3. We design a multi-frame fusion method that uses a different data processing pipeline.

from centerformer.

shb9793 avatar shb9793 commented on July 20, 2024

Many thanks for your details!

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QingXIA233 avatar QingXIA233 commented on July 20, 2024

Many thanks for your details!
@shb9793
Hello, did you manage to get CenterFormer to work on MMDetection3d yet?

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shb9793 avatar shb9793 commented on July 20, 2024

Not yet. But I noticed that MMDetection3d official will support CenterFormer in their framework as soon as possible.

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QingXIA233 avatar QingXIA233 commented on July 20, 2024

Sounds good! But I didn't see this news in the README nor in the issues. Where did you get the information?

from centerformer.

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