Comments (2)
AnzoChou
commented on August 14, 2024
@qqning After checking the definition of metrics, I think you are right. The author may reported wrong numbers. The mean IoU(76.4%) in paper is actually the mean class accuracy and the iIOU(58.6%) is actually the mean IoU.
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codeAC29
commented on August 14, 2024
@qqning the displayed values after each epoch are incorrect. Thank you for pointing it out. We did not use optim to calculate the values reported in the paper; instead we modified cityscapes script to calculate IoU and iIoU since optim package does not give us iIoU values.
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Related Issues (15)
- Directory structure for CamVid dataset. HOT 2
- Training on camvid dataset HOT 4
- How about the image resolution? HOT 5
- Model input/output details? HOT 2
- Error while running linknet main file
- Model fails for input size other than multiples of 32(for depth of 4) HOT 1
- about resnet-18 HOT 1
- Fine Tuning HOT 3
- Error while training HOT 4
- linknet architecture HOT 7
- Torch: not enough memory (17GB) HOT 3
- memory consuming HOT 7
- Release model HOT 2
- is there a demo.lua ? HOT 1
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