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README.md

borderdet.res50.fpn.coco.800size.1x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.414
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.594
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.445
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.451
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.338
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.592
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765
AP AP50 AP75 APs APm APl
41.363 59.434 44.513 23.609 45.107 54.633

Per-category bbox AP:

category AP category AP category AP
person 55.215 bicycle 30.361 car 43.764
motorcycle 42.495 airplane 68.315 bus 66.038
train 64.576 truck 37.915 boat 25.074
traffic light 27.415 fire hydrant 65.933 stop sign 64.989
parking meter 45.616 bench 22.465 bird 35.470
cat 70.755 dog 65.977 horse 57.478
sheep 52.916 cow 57.816 elephant 65.628
bear 67.673 zebra 69.101 giraffe 67.730
backpack 14.406 umbrella 40.337 handbag 14.295
tie 31.805 suitcase 37.788 frisbee 67.562
skis 21.066 snowboard 30.056 sports ball 45.495
kite 42.875 baseball bat 27.789 baseball glove 37.333
skateboard 53.046 surfboard 33.703 tennis racket 47.475
bottle 37.817 wine glass 37.240 cup 42.693
fork 31.639 knife 15.265 spoon 13.950
bowl 41.319 banana 25.722 apple 20.206
sandwich 35.238 orange 32.397 broccoli 24.431
carrot 21.509 hot dog 32.201 pizza 50.616
donut 47.213 cake 37.497 chair 27.931
couch 44.569 potted plant 27.574 bed 42.770
dining table 27.596 toilet 60.420 tv 54.948
laptop 59.768 mouse 62.668 remote 28.422
keyboard 49.233 cell phone 36.512 microwave 60.062
oven 33.500 toaster 35.623 sink 35.969
refrigerator 54.427 book 13.803 clock 50.479
vase 36.694 scissors 29.152 teddy bear 48.276
hair drier 6.760 toothbrush 19.140