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)