toddwyl/nailtracking

Free-Form Nail Cropping

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Is there some way of running the code so that it will generate some set of points outlining only the nail in the image (as opposed to just a square around it)? I was hoping to extract nails out from the background around them. While cropping down to a square is extremely helpful (and I commend you on that), it doesn't go far enough for my project, unfortunately.

Sorry @Skeli789 . At present, it is only for nail tracking.
If it is about semantic segmentation, you can try other end-to-end deep learning models.
Maybe you can use unsupervised segmentation after the nail detection, because I think data labeling is quite troublesome.

Thank you for your advice! I used your model as a base for the semantic segmentation, and it's working perfectly!

Thank you for your advice! I used your model as a base for the semantic segmentation, and it's working perfectly!

Do you have any plans to share your code/techniques? I'm quite interested as well!