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README.md

reppoints.res50.fpn.coco.800size.1x.partial_minmax

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.382
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.585
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.411
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.217
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.322
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.516
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.591
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704
AP AP50 AP75 APs APm APl
38.247 58.469 41.111 21.717 41.817 50.917

Per-category bbox AP:

category AP category AP category AP
person 51.816 bicycle 28.411 car 41.030
motorcycle 40.602 airplane 64.606 bus 61.947
train 62.123 truck 34.045 boat 24.781
traffic light 25.478 fire hydrant 61.151 stop sign 63.396
parking meter 40.846 bench 21.808 bird 32.405
cat 65.326 dog 58.062 horse 50.928
sheep 48.593 cow 52.729 elephant 59.792
bear 68.740 zebra 65.833 giraffe 64.843
backpack 12.175 umbrella 35.429 handbag 11.952
tie 30.430 suitcase 33.856 frisbee 63.685
skis 21.519 snowboard 31.273 sports ball 42.614
kite 39.710 baseball bat 25.242 baseball glove 32.136
skateboard 50.453 surfboard 31.969 tennis racket 44.376
bottle 34.820 wine glass 31.436 cup 38.122
fork 27.372 knife 14.252 spoon 10.943
bowl 37.648 banana 24.281 apple 18.275
sandwich 33.348 orange 30.142 broccoli 20.469
carrot 19.624 hot dog 27.638 pizza 48.340
donut 43.313 cake 33.647 chair 23.958
couch 40.068 potted plant 23.993 bed 40.311
dining table 25.350 toilet 56.695 tv 52.512
laptop 54.826 mouse 59.775 remote 26.286
keyboard 45.141 cell phone 32.270 microwave 53.881
oven 31.747 toaster 22.339 sink 35.405
refrigerator 50.935 book 13.711 clock 49.161
vase 36.682 scissors 26.220 teddy bear 44.630
hair drier 5.903 toothbrush 18.193