ademakdogan / nails_segmentation Goto Github PK

We are 3rd year college students. Can I use your nail segmentation to write a thesis and submit it to a conference? Sources will be revealed. If you don't allow us to use it, we'll remove the related content!

Hi, I'm a junior in university student. For a class project assignment, my teammates and I utilized your "nails_segmentation" project to create a nail color recommendation app. At a good opportunity, our professor offer us to help register software. But we can't find any License mention in your posted files, so I send you this message. Can we register it? We have been used it for non-commercial purposes. Thank you.

Evaluation on Test Data:
Mean IoU Score: 0.8765
Mean Dice Loss: 0.3462

Hi, I wanted to try your project but I have an error when I run " python3 main.py -m train -d mps".

ModuleNotFoundError: No module named 'timm.models.layers.activations'

The issue is that I have timm on my computer so I don't really understand

I've done all the content of "readme", and I've been waiting for 80 epochs. However, the same results as "readme" have not been produced, which is causing difficulties. If you look at the picture I posted, you can see through the heat map that I can't find my nails for sure. Is there a better way to learn? Or am I missing something? I didn't edit any of the code given.

I'm using a MacBook Air m1, and Python version is 3.8.16.

Thanks for releasing the code. I found that after switching the device to cuda:0, I got the following error. May I ask for any suggestions, please?

  File "/home/yanhao/anaconda3/envs/nailseg/lib/python3.8/site-packages/torch/nn/modules/batchnorm.py", line 148, in forward
    self.num_batches_tracked.add_(1)  # type: ignore[has-type]
RuntimeError: CUDA error: no kernel image is available for execution on the device

Hello, I don't have enough computer performance, can I ask what are the weights of this model? Thank you very much!