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README.md

mask_rcnn.res50.c4.coco.multiscale.1x.syncbn.extra_norm

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.379
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.579
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.414
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.516
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.321
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.507
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.530
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.689
AP AP50 AP75 APs APm APl
37.920 57.934 41.370 20.080 43.295 51.645

Per-category bbox AP:

category AP category AP category AP
person 53.553 bicycle 29.752 car 39.807
motorcycle 40.620 airplane 62.866 bus 62.820
train 57.185 truck 31.610 boat 24.640
traffic light 24.093 fire hydrant 62.894 stop sign 63.544
parking meter 46.266 bench 21.414 bird 31.495
cat 62.489 dog 58.571 horse 55.623
sheep 47.827 cow 52.105 elephant 60.510
bear 66.311 zebra 65.312 giraffe 67.018
backpack 13.841 umbrella 36.519 handbag 12.976
tie 26.770 suitcase 32.069 frisbee 57.969
skis 19.263 snowboard 33.075 sports ball 40.296
kite 34.263 baseball bat 22.676 baseball glove 32.398
skateboard 49.391 surfboard 33.833 tennis racket 44.542
bottle 34.503 wine glass 32.590 cup 38.794
fork 29.793 knife 10.715 spoon 14.163
bowl 39.413 banana 23.336 apple 18.467
sandwich 31.598 orange 28.731 broccoli 18.725
carrot 19.171 hot dog 31.222 pizza 50.621
donut 42.888 cake 29.877 chair 25.125
couch 38.991 potted plant 24.596 bed 35.650
dining table 24.880 toilet 56.279 tv 53.557
laptop 59.106 mouse 55.500 remote 22.925
keyboard 50.627 cell phone 30.504 microwave 56.409
oven 30.375 toaster 38.830 sink 33.877
refrigerator 49.459 book 11.819 clock 48.110
vase 33.134 scissors 25.519 teddy bear 42.095
hair drier 0.870 toothbrush 12.579

Evaluation results for segm:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.331
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.545
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.351
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369
 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 ] = 0.291
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.449
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.468
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.519
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640
AP AP50 AP75 APs APm APl
33.148 54.503 35.056 13.587 36.852 50.891

Per-category segm AP:

category AP category AP category AP
person 43.120 bicycle 16.630 car 36.041
motorcycle 30.979 airplane 40.716 bus 61.502
train 57.159 truck 31.037 boat 20.433
traffic light 22.701 fire hydrant 59.344 stop sign 62.619
parking meter 46.735 bench 14.032 bird 23.311
cat 62.780 dog 54.341 horse 35.905
sheep 39.519 cow 41.467 elephant 54.029
bear 65.759 zebra 52.038 giraffe 46.938
backpack 12.418 umbrella 41.023 handbag 10.535
tie 22.796 suitcase 33.892 frisbee 54.824
skis 0.890 snowboard 18.675 sports ball 38.886
kite 21.976 baseball bat 18.179 baseball glove 33.277
skateboard 26.564 surfboard 25.890 tennis racket 50.227
bottle 32.305 wine glass 27.829 cup 38.223
fork 11.630 knife 7.263 spoon 8.214
bowl 35.373 banana 18.481 apple 16.641
sandwich 32.698 orange 27.518 broccoli 17.031
carrot 15.061 hot dog 25.812 pizza 48.580
donut 42.228 cake 30.889 chair 15.185
couch 32.461 potted plant 20.533 bed 27.086
dining table 14.402 toilet 54.498 tv 55.164
laptop 56.626 mouse 53.907 remote 19.192
keyboard 48.901 cell phone 28.119 microwave 55.981
oven 27.249 toaster 42.612 sink 31.038
refrigerator 50.295 book 5.690 clock 48.071
vase 30.759 scissors 16.287 teddy bear 40.884
hair drier 1.204 toothbrush 10.701