Nerve segment dataset

This dataset belongs to the Kaggle Competition repository. It holds labeled ultrasound images of the neck concerning the brachial plexus (BP). In particular, 47 different subjects were studied, recording 119 to 580 images per subject (5635 as a whole) at 420 × 580 pixel resolution. For concrete testing, we performed a pruning procedure to remove images with inconsistent annotations, yielding to 2323 samples[1].

[1]

Random Fourier Features-Based Deep Learning Improvement with Class Activation Interpretability for Nerve Structure Segmentation

class image_segmentation.datasets.segmentation.ultrasound_nerve_brachial_plexus.BrachialPlexus(split=[0.2, 0.2], seed: int = 42, id_: str = '1In6sQgN2on6PMdqS34K88fvHJwBeak3I')

already_unzipped = False

static load_instance(root_name)

load_instance_by_id(id_img)