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Incorporating Historical Frame Points in StreamPETR

Open Gigalomanicx opened this issue 1 year ago • 1 comments

I am currently working on extending the LiDAR modality within the StreamPETR framework. However, I am unsure how to incorporate historical frame sweep points into the data{} during the forward_train process. image image image

From my understanding, it seems that I need to modify the nuscenes_converter.py file and regenerate the PKL files. Could someone provide guidance on how to achieve this? image

Gigalomanicx avatar Nov 27 '24 16:11 Gigalomanicx

Also I'm confused about the variable names here, is the gradient being calculated here using the loss of two frames? https://github.com/exiawsh/StreamPETR/blob/95f64702306ccdb7a78889578b2a55b5deb35b2a/projects/mmdet3d_plugin/models/detectors/petr3d.py#L104-L137 https://github.com/exiawsh/StreamPETR/blob/95f64702306ccdb7a78889578b2a55b5deb35b2a/projects/mmdet3d_plugin/models/detectors/petr3d.py#L264-L271

https://github.com/exiawsh/StreamPETR/issues/232#issuecomment-2408789991

Gigalomanicx avatar Nov 27 '24 16:11 Gigalomanicx