How to calculate the classification index F1 score after multi category segmentation

[BelieferQAQ]

Hello, how can I calculate the classification index of the segmented multiple organs, such as F1 score, after I have segmented multiple organs in the btcv dataset. For example, set the IOU threshold to 0.5. Is there any code you can refer to? Thank you very much