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dependabot[bot] avatar onuralpszr avatar pre-commit-ci[bot] avatar umitkacar avatar

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ear-segmentation-ai's Issues

Questions about retrain the model.

Hi, Mr. Umitkacar,
I want use your pre-train model to do ear segmentation in my images dataset.
In my photo, there is no head or face, so your model could not segment the ear,
so I want to fine-tune your model use my images dataset,
but the loss could not converge, and the result is terrible.
I would like to ask for the source training code of your model.
Thank you very much.

[BUG] ๐Ÿž Probably a folder path issue in image mode?

Describe the bug
Hello,
There seems to be a tiny issue with the image mode. According to the sample code, I need to give the image file name while using the image mode:

python -m earsegmentationai.main picture-capture --folderpath "/path/filename.png" --device "cpu"

and this is safeguarded in the following code

if path.isfile(folderPath) is False:
print("Please use valid file path")
return
if folderPath.lower().endswith((".png", ".jpg", ".jpeg")) is False:
print("Please use valid file extension")
return

However, in ear_segmentation_image the passed path is supposed to be a folder path that contains the picture(s)

data_samples: list[str] = (
glob(folder_path + "/*.jpg")
+ glob(folder_path + "/*.jpeg")
+ glob(folder_path + "/*.png")
)

then I guess data_samples will be empty all the time if file path is given?

To Reproduce

  1. Run the example code of the image mode, provided in the README.MD
  2. Image cannot be found

Dataset request

Hi,

I found your model is very helpful, can I ask for the dataset that you are using? Can this model be deployed into the mobile platform?

Thanks for your great work.

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