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README.md

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

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.653
 Average Precision  (AP) @[ IoU=0.60      | area=   all | maxDets=100 ] = 0.612
 Average Precision  (AP) @[ IoU=0.70      | area=   all | maxDets=100 ] = 0.547
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.498
 Average Precision  (AP) @[ IoU=0.80      | area=   all | maxDets=100 ] = 0.437
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.288
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.362
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.585
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.623
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786
AP AP50 AP75 APs APm APl
46.207 65.279 61.202 54.691 49.823 43.712

Per-category bbox AP:

category AP category AP category AP
person 59.241 bicycle 36.330 car 48.669
motorcycle 48.335 airplane 71.538 bus 69.738
train 68.671 truck 42.970 boat 31.435
traffic light 31.347 fire hydrant 71.772 stop sign 68.089
parking meter 51.214 bench 28.897 bird 40.709
cat 75.600 dog 70.672 horse 64.999
sheep 57.434 cow 63.126 elephant 70.437
bear 75.683 zebra 72.273 giraffe 72.346
backpack 20.303 umbrella 44.795 handbag 20.356
tie 39.245 suitcase 45.557 frisbee 70.649
skis 28.437 snowboard 40.447 sports ball 49.142
kite 46.711 baseball bat 34.244 baseball glove 41.546
skateboard 57.384 surfboard 39.518 tennis racket 55.668
bottle 42.347 wine glass 40.849 cup 47.464
fork 41.168 knife 24.289 spoon 22.837
bowl 43.935 banana 27.690 apple 23.232
sandwich 41.520 orange 32.638 broccoli 23.099
carrot 24.157 hot dog 38.263 pizza 55.776
donut 51.929 cake 40.061 chair 33.287
couch 48.307 potted plant 31.849 bed 47.714
dining table 31.118 toilet 62.766 tv 58.878
laptop 64.823 mouse 63.921 remote 39.885
keyboard 54.652 cell phone 40.964 microwave 62.241
oven 38.151 toaster 42.455 sink 40.054
refrigerator 55.307 book 16.685 clock 53.163
vase 38.922 scissors 36.620 teddy bear 51.836
hair drier 9.814 toothbrush 26.395