Sharath33/BAG

Detects 3 following classes:

• backpack
• handbag
• suitcase

network resolution = 608 * 608

Loading weights from /BAG_DET_003.weights...

seen 64

Done! Loaded 176 layers from weights-file

calculation mAP (mean average precision)...

1204

detections_count = 7337, unique_truth_count = 2997

class_id = 0, name = backpack, ap = 75.79% (TP = 770, FP = 162)

class_id = 1, name = handbag, ap = 44.53% (TP = 439, FP = 227)

class_id = 2, name = suitcase, ap = 75.80% (TP = 503, FP = 108)

for conf_thresh = 0.25, precision = 0.78, recall = 0.57, F1-score = 0.66

for conf_thresh = 0.25, TP = 1712, FP = 497, FN = 1285, average IoU = 61.73 %

IoU threshold = 50 %, used Area-Under-Curve for each unique Recall

mean average precision (mAP@0.50) = 0.653740, or 65.37 %

Total Detection Time: 17.000000 Seconds