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README.md

borderdet.dcnv2.x101.64x4d.fpn.coco.800size.2x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.475
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.668
 Average Precision  (AP) @[ IoU=0.60      | area=   all | maxDets=100 ] = 0.627
 Average Precision  (AP) @[ IoU=0.70      | area=   all | maxDets=100 ] = 0.564
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.514
 Average Precision  (AP) @[ IoU=0.80      | area=   all | maxDets=100 ] = 0.449
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.511
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.369
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.593
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.631
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.445
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
AP AP50 AP75 APs APm APl
47.531 66.762 62.683 56.387 51.440 44.941

Per-category bbox AP:

category AP category AP category AP
person 60.114 bicycle 38.505 car 50.096
motorcycle 50.132 airplane 72.495 bus 71.430
train 71.312 truck 43.489 boat 32.441
traffic light 31.202 fire hydrant 70.985 stop sign 67.414
parking meter 54.292 bench 29.302 bird 41.944
cat 75.096 dog 71.078 horse 66.723
sheep 59.189 cow 64.691 elephant 70.158
bear 76.665 zebra 72.071 giraffe 75.748
backpack 22.064 umbrella 46.139 handbag 21.315
tie 41.026 suitcase 46.159 frisbee 71.421
skis 30.095 snowboard 44.158 sports ball 47.507
kite 47.885 baseball bat 36.552 baseball glove 42.109
skateboard 61.028 surfboard 42.349 tennis racket 58.039
bottle 42.867 wine glass 40.995 cup 48.230
fork 46.236 knife 23.917 spoon 24.479
bowl 46.144 banana 25.898 apple 22.602
sandwich 42.077 orange 33.141 broccoli 23.575
carrot 23.685 hot dog 39.977 pizza 53.764
donut 55.504 cake 41.205 chair 35.080
couch 49.797 potted plant 31.858 bed 48.368
dining table 31.294 toilet 65.188 tv 60.226
laptop 67.147 mouse 64.638 remote 39.887
keyboard 55.571 cell phone 42.500 microwave 62.101
oven 39.860 toaster 48.160 sink 42.039
refrigerator 60.719 book 16.875 clock 52.589
vase 40.918 scissors 39.535 teddy bear 51.816
hair drier 15.974 toothbrush 31.596