Comments (7)
choodly
commented on June 8, 2024
I also encountered the same problem with my own dataset, how do you solve it?
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Asahi678
commented on June 8, 2024
I also encountered the same problem with my own dataset, how do you solve it?
Actually, I haven't solved this problem until now. But I find pred centerness is only used in calculating centerness loss. It is not involved in NMS. Box reg loss is calculated with target_cterness. I think the source of this problem is probably here, but I need more experiment to verify this.
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caganselim
commented on June 8, 2024
I have the same problem, even I have overfit to a single batch (~60 images) and got a high AP.
Maybe the authors can share the loss curves in tensorboard format so that we can analyze our loss curves?
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c-axel
commented on June 8, 2024
i have the same issue, can we just ignore this loss?
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ousinkou
commented on June 8, 2024
Same problem. I guess it's the bug of FCOS.
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GrassBro
commented on June 8, 2024
I implemented blendmask and centernet, both built on FCOS, on my own dataset, and I got the same problem. I am still new to FCOS, see anyone has a good suggestion here.
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zeeshanalipanhwar
commented on June 8, 2024
Answer: tianzhi0549/FCOS#15 (comment).
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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
- No such file or directory: 'datasets/coco/panoptic_stuff_train2017'
- Inference on random images using pre-trained models with demo.py does not produce meaningful results HOT 2
- What is the default input size for Centermask-Lite?
- how to test single image
- The difficulty in handling overlapping bounding boxes
- KeyError: "No object named 'build_fcos_vovnet_fpn_backbone' found in 'BACKBONE' registry!" HOT 9
- loss mask has remained unchanged during the training process. Why is this?
- how to use centermask-lite demo?
- May be error in MaskIOU module
- Imagenet pretrain 모델로 연락드립니다.
- on the iou loss between pred_boxes and gt_boxes
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