Easy AP Calculator with Python
Project description
calc4ap
Pascal VOC (http://host.robots.ox.ac.uk/pascal/VOC/)
Install via PyPI
$ pip install calc4ap
How to Use
from calc4ap.voc import CalcVOCmAP
# (some codes ...)
voc_ap = CalcVOCmAP(labels=labels, preds=preds, iou_thr=0.5, conf_thr=0.0)
ap_summary = voc_ap.get_summary()
car_AP = ap_summary['car']
mAP = ap_summary['mAP']
CalcVOCmAP Args
preds: (list): list of[left, top, right, bottom, confidence, class_name, image_id]labels: (list): list of[left, top, right, bottom, class_name, image_id]iou_thr: (float): IoU Threshold (Default: 0.5)conf_thr: (float): Confidence Threshold (Default: 0.0)
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