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Media-Smart / vedaseg

A semantic segmentation toolbox based on PyTorch
Apache License 2.0
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Benchmark on COCO Dataset #34

Open Rajrup opened 4 years ago

Rajrup commented 4 years ago

Hi all, Thanks for adding training code for COCO dataset. I am training U-Net for segmentation on COCO Dataset. Can you please share the benchmark for COCO dataset in terms of mIOU? I wanted to verify if my training can achieve this.

YuxinZou commented 4 years ago

Hi @Rajrup , We are working on it.

Rajrup commented 4 years ago

I have trained Unet for 50 epochs on COCO17. The mIoU came to be ~53. It will be helpful if anyone can share approx mIoU value that other networks achieve on COCO segmentation. Links to recent papers for segmentation SOTA on COCO17 will be great.

YuxinZou commented 4 years ago

Hi @Rajrup , the coco config file is moe like a guideline for how to use COCO format dataset, the transforms and hyper parameters are transported directly from voc config file. This may be the reason for the low mIou. We are now working on it.