KL-Loss
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ethanhe42
Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)
Hello, may I ask how to add KL Loss to YoloV5 of ultralytics? I'm not sure what to do with the coordinate transformation of the center point. How to get...
I have a trained Mask RCNN model using detectron2. I need to retrain the model from scratch with the KL loss and need box standard deviations also as outputs. Can...
Hi Yihui, This method is hugely interesting and I would like to incorporate it in my research. Do you have any plans to release a PyTorch version of the code?...
Hi, Eq. 11 recomputes the new location by weighted mean of its neighbor bounding boxes and itself. I wonder that why the form of Eq. 11 is 'intuitive'? To me,...
I try to use the KL loss in Mask R-CNN, though the loss was small at first(Lreg = 0.0256), it didn't change much after training 50000 times(Lreg = 0.0223). The...
stats[16] = _summarize(1, iouThr=.9, maxDets=self.params.maxDets[2]) stats[16] = _summarize(1, iouThr=.95, maxDets=self.params.maxDets[2]) I find these two line in your modified cocoapi. Ap95 data will overwrite ap90 data. Isn't it?
Did you encounter negative loss during training. I am seeing a negative loss after a few iteration for my Pascal VOC train set. I think it might be beacuse of...
Hello. may I ask why the gradient of the sigma prediction branch is stopped to the bbox branch in the program? If it is necessary to stop the gradient of...
