Mask R-CNN model for automated instance segmentation and health classification of optic nerve axons.
This model performs simultaneous detection, segmentation, and binary health classification (Healthy vs. Degenerating) of individual axons in PPD-stained optic nerve cross-sections.
1from huggingface_hub import hf_hub_download
2
3weights_path = hf_hub_download("Jablonski-Lab/AxonClassNet", "mask_rcnn_axon_0263.h5")
See the
GitHub repository for full citation information.
