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README.md

borderdet.x101.32x8d.fpn.coco.800size.2x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.456
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.646
 Average Precision  (AP) @[ IoU=0.60      | area=   all | maxDets=100 ] = 0.607
 Average Precision  (AP) @[ IoU=0.70      | area=   all | maxDets=100 ] = 0.543
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.494
 Average Precision  (AP) @[ IoU=0.80      | area=   all | maxDets=100 ] = 0.429
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.280
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.357
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.581
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.619
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.415
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.661
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
AP AP50 AP75 APs APm APl
45.641 64.558 60.676 54.325 49.416 42.896

Per-category bbox AP:

category AP category AP category AP
person 58.956 bicycle 37.279 car 48.317
motorcycle 48.111 airplane 71.809 bus 70.894
train 67.042 truck 40.555 boat 30.627
traffic light 30.664 fire hydrant 68.832 stop sign 69.594
parking meter 48.734 bench 26.863 bird 40.347
cat 74.244 dog 68.222 horse 64.364
sheep 59.283 cow 62.006 elephant 68.723
bear 73.879 zebra 69.744 giraffe 72.562
backpack 19.847 umbrella 44.134 handbag 19.156
tie 38.491 suitcase 44.565 frisbee 69.201
skis 27.633 snowboard 41.766 sports ball 49.451
kite 44.985 baseball bat 33.652 baseball glove 40.148
skateboard 59.199 surfboard 40.173 tennis racket 55.932
bottle 41.381 wine glass 40.691 cup 47.185
fork 41.139 knife 22.577 spoon 24.743
bowl 42.592 banana 25.143 apple 22.151
sandwich 37.810 orange 32.263 broccoli 23.524
carrot 24.997 hot dog 39.631 pizza 54.956
donut 52.294 cake 38.828 chair 32.478
couch 48.102 potted plant 29.524 bed 45.428
dining table 29.528 toilet 63.965 tv 58.264
laptop 63.910 mouse 64.017 remote 37.700
keyboard 53.124 cell phone 40.218 microwave 63.154
oven 35.101 toaster 38.519 sink 39.538
refrigerator 59.270 book 15.531 clock 51.200
vase 40.140 scissors 34.375 teddy bear 51.316
hair drier 13.497 toothbrush 31.505