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open-mmlab / mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.
https://mmsegmentation.readthedocs.io/en/main/
Apache License 2.0
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The performance of UNet is significantly lower than that of FCN!!! #3389

Open LYKlyk opened 8 months ago

LYKlyk commented 8 months ago

On the SUIM dataset (Semantic Segmentation of Underwater Imagery: Dataset and Benchmark), the performance of UNet (IoU:56.9700) is significantly lower than that of FCN(66.75) !!! In fact, the performance of FCN is consistent with that mentioned in the paper, but the performance of UNet differs greatly. Can you provide the same network as the original UNet paper?

LYKlyk commented 8 months ago

please just like this : https://github.com/xahidbuffon/SUIM/blob/master/models/unet.py