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CAM Global IoU

It evaluates the IoU between the union of all the bounding boxes in the image and the entire foreground area of the class activation map given a threshold.

Example

from odin.classes import Metrics

my_metric = Metrics.CAM_GLOBAL_IOU
# use my_metric as 'metric' parameter in the analyses

Tasks supported

Binary Classification Single-label Classification Multi-label Classification Object Detection Instance Segmentation
yes yes yes no no