Dafne (Deep Anatomical Federated Network) is a collaborative platform to annotate MRI images and train machine learning models without your data ever leaving your machine.
State-of-the-art Muscle MRI segmentation.
Dafne integrates deep learning models for the segmentation of the muscles of the lower limbs.
Free as in “free beer”: you can download and use the program for free
Free as in “freedom”: Dafne is licensed under the GNU General Public License: you can see, modify, redistribute the program as you like, as long as you acknowledge us, and you keep the same license.
The methodological paper presenting and validating Dafne was uploaded on arXiv.
Update to the dl framework for better preprocessing.