Comments (3)
lucasjinreal
commented on July 23, 2024
3
May I ask why maskiou_head trends to get lower confidence?
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youngwanLEE
commented on July 23, 2024
CenterMask has a trend to have lower box confidences due to maskiou_head.
However, lower confidence scores do not mean lower detection results.
When you lower the threshold, you can get the detection boxes.
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I3aer
commented on July 23, 2024
Probably, it is a trade-off resulting from mask and detection losses. You can check if FCOS can detect those missed detections. If it can, it is better to train the CenterMask with a frozen FCOS
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Related Issues (20)
- FCOS
- AttributeError: 'BitMasks' object has no attribute 'polygons'
- where can I find mask_rcnn_R_50_FPN_inference_acc_test.yaml
- Anyone succeed in converting pth to onnx format? HOT 1
- Anyone succeed in converting pth model to onnx format? HOT 2
- The gap between the results of our training centermask_R_101_FPN_ms_3x.yaml and the record of the paper HOT 4
- i am not familiar with detectron2 , how can i use the centermask2 in pure pytorch network defines and weights ? HOT 2
- About backbone pretrained models
- RuntimeError: nvrtc: error: invalid value for --gpu-architecture (-arch) HOT 1
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- how to test single image
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- on the iou loss between pred_boxes and gt_boxes
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