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Is there a way to filter ground truth 3D bounding boxes by distance to ego, yaw, confidence etc

Open chucktang98 opened this issue 4 years ago • 0 comments

Checklist

Proposed new feature or change

Right now for 3D bounding boxes we can view and filter them in tensorboard by classes. Ie:

writer.add_3d("object_detection", {"bboxes": data['bounding_boxes']},
              step,
              label_to_names=dset.get_label_to_names())

It would be super useful if we could also have a frontend tensorboard toggle feature to filter boxes by distance, yaw, confidence of prediction etc.

writer.add_3d("object_detection", {"bboxes": data['bounding_boxes']},
              step,
              label_to_names=dset.get_label_to_names(),
              distance=distance_to_boxes,
              yaw=yaw_to_boxes,
              confidence=confidence_of_boxes
 )

The filter by classes feature is already super useful for debugging and visualizing which classes my neural network is underperforming. Would be amazing if we could have a visualizer across these other fields as well!

chucktang98 avatar Apr 01 '22 00:04 chucktang98