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@vividf vividf commented Nov 28, 2025

Summary

Replace the legacy CenterPoint deployment with the new deployment framework. This change adds ONNX and TensorRT export support, and wires in verification steps to ensure exported models run correctly. It also integrates evaluation through Autoware Perception Evaluation (using the same AW T4MetricV2 flow) so we can validate performance end-to-end.

Change point

Explain for detail

If you add new feature or fix for core library

  • feat(autoware-ml): add {feature name}
  • fix(autoware-ml): fix {fixed point}

If you add new feature or fix for projects

  • feat(BEVFusion): add {feature name}
  • feat(BEVFusion): add config file
  • fix(BEVFusion): fix {fixed point}

If you change the thing without program

  • chore(BEVFusion): add README.md

Note

Write note like influences for other projects.

Test performed

ONNX file comparison

Voxel Encoder
Screenshot from 2025-11-28 16-51-47

Backbone Head
Screenshot from 2025-11-28 16-50-46

Log output

vividf and others added 27 commits October 9, 2025 00:12
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
@vividf vividf force-pushed the feat/integrate_centerpoint branch from c6cd4b1 to 34f78c3 Compare December 4, 2025 09:20
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
@vividf vividf force-pushed the feat/integrate_centerpoint branch from d3abd5d to 22b7dd5 Compare December 22, 2025 11:21
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
Signed-off-by: vividf <yihsiang.fang@tier4.jp>
@vividf vividf force-pushed the feat/new_deployment_and_evaluation_pipeline branch from 68d1700 to 7ac5b8b Compare January 29, 2026 08:08
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2 participants