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xiongzhu666 / Sky-Segmentation-and-Post-processing

MIT License
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Quality difference between EGE-unet and u2netp #11

Open knyipab opened 3 months ago

knyipab commented 3 months ago

it seems that there is a significant quality difference in the output of EGE-unet and u2netp.,even in your test example. If it is in dark night sky, EGE-unet is completely unusable. If that is what expected, I think user may want to be noted in the README. Thanks.

u2netp: test_u2net EGE-unet: test_EGE

xiongzhu666 commented 2 months ago

EGE-unet

EGE-Unet is designed as a lightweight network, with advantages in model size, memory usage, and inference time. However, its accuracy is much lower compared to u2netp

knyipab commented 2 months ago

I see. Perhaps it would be good to mention it as users may expect similar quality as direct comparison is made in README and then it could be mistaken EGE-unet to be the quality of your project.