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README.md

yolov3.darknet53.coco.multiscale.syncbn

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.375
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.596
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.404
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.295
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.458
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.479
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.319
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.503
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587
AP AP50 AP75 APs APm APl
37.492 59.628 40.436 22.554 40.278 47.713

Per-category bbox AP:

category AP category AP category AP
person 51.021 bicycle 30.212 car 40.934
motorcycle 40.661 airplane 61.233 bus 60.516
train 58.652 truck 31.748 boat 26.009
traffic light 24.076 fire hydrant 63.751 stop sign 63.089
parking meter 37.279 bench 22.120 bird 34.721
cat 60.358 dog 54.915 horse 54.367
sheep 50.705 cow 52.568 elephant 58.274
bear 64.584 zebra 62.893 giraffe 62.907
backpack 13.028 umbrella 36.377 handbag 14.772
tie 28.957 suitcase 33.462 frisbee 59.455
skis 21.017 snowboard 28.728 sports ball 43.698
kite 39.266 baseball bat 26.104 baseball glove 34.449
skateboard 49.466 surfboard 35.153 tennis racket 45.231
bottle 35.035 wine glass 31.671 cup 37.655
fork 29.301 knife 15.229 spoon 13.963
bowl 36.151 banana 20.962 apple 18.513
sandwich 31.043 orange 27.875 broccoli 20.005
carrot 18.086 hot dog 27.307 pizza 44.308
donut 45.364 cake 32.469 chair 26.617
couch 37.146 potted plant 22.185 bed 34.937
dining table 23.472 toilet 53.205 tv 51.972
laptop 53.083 mouse 60.257 remote 28.739
keyboard 45.099 cell phone 31.312 microwave 48.182
oven 28.263 toaster 33.201 sink 34.516
refrigerator 48.118 book 9.275 clock 49.643
vase 31.955 scissors 24.074 teddy bear 41.402
hair drier 0.000 toothbrush 21.032