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Dear AI Engineer, how can I calculate evaluation metrics such as Dice, IOU, and HD? Could you provide me with some code? I found some code online regarding this topic, but I encountered some issues wh…
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UnboundLocalErrors occur on resume training. `valid_loss` and `mean_IoU` are obtained by code below:
in train.py:
```python
if epoch % 10:
valid_loss, mean_IoU, IoU_array = validate(config,…
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I have already checked my dataset for bad annotations all fine
my image has the size 2387 by 3484 pixel and the label themselves are somewhere around 400-500 in width and 200-300 in height
**This…
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Hi yhenon, thanks for your open source codes of retiannet. In my experiments, the result is much better than https://github.com/fizyr/keras-retinanet. I sincerely hope that you can implement the other…
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from torchmetrics.segmentation import MeanIoU
miou = MeanIoU(num_classes=3)
preds = torch.randint(0, 2, …
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I am working on Colab (pro), trying to retrain a custom object detector using YOLO-V4..
My Avg loss drops to -nan suddenly after 1200 iterations.
**The same happened a few months back, but after rev…
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Epoch gpu_mem labels img_size box obj cls loss ss_box ss_obj ss_cls tp fp_cls fp_loc pse_num gt_num
12/19 13.5G 2013 …