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README.md

borderdet.res101.fpn.coco.800size.2x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.450
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.636
 Average Precision  (AP) @[ IoU=0.60      | area=   all | maxDets=100 ] = 0.596
 Average Precision  (AP) @[ IoU=0.70      | area=   all | maxDets=100 ] = 0.533
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.485
 Average Precision  (AP) @[ IoU=0.80      | area=   all | maxDets=100 ] = 0.425
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.273
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.588
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.358
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.582
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.620
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
AP AP50 AP75 APs APm APl
44.968 63.613 59.633 53.260 48.510 42.455

Per-category bbox AP:

category AP category AP category AP
person 58.146 bicycle 35.602 car 46.873
motorcycle 46.374 airplane 71.687 bus 69.890
train 69.553 truck 40.008 boat 29.358
traffic light 28.324 fire hydrant 72.189 stop sign 66.277
parking meter 50.400 bench 25.802 bird 38.659
cat 74.075 dog 68.299 horse 62.105
sheep 56.055 cow 60.906 elephant 69.044
bear 74.763 zebra 71.422 giraffe 73.560
backpack 18.891 umbrella 43.527 handbag 17.211
tie 38.979 suitcase 43.631 frisbee 69.601
skis 25.813 snowboard 35.560 sports ball 47.894
kite 46.928 baseball bat 28.289 baseball glove 39.923
skateboard 58.654 surfboard 37.542 tennis racket 53.326
bottle 40.564 wine glass 39.678 cup 46.096
fork 37.344 knife 21.230 spoon 19.475
bowl 44.176 banana 27.084 apple 22.812
sandwich 39.042 orange 34.489 broccoli 25.761
carrot 23.461 hot dog 37.596 pizza 53.674
donut 52.224 cake 38.963 chair 31.067
couch 47.191 potted plant 30.359 bed 44.714
dining table 30.189 toilet 66.133 tv 60.731
laptop 63.983 mouse 61.648 remote 38.013
keyboard 54.398 cell phone 39.257 microwave 61.095
oven 36.930 toaster 33.260 sink 39.645
refrigerator 56.285 book 16.307 clock 53.057
vase 41.017 scissors 31.013 teddy bear 50.749
hair drier 15.506 toothbrush 26.122