anchor.res50.fpn.coco.800size.3x_ms

anchor.res50.fpn.coco.800size.3x_ms

seed: 10266195

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.371
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.538
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.406
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.468
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.320
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.550
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.605
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.642
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752

AP	AP50	AP75	APs	APm	APl
37.121	53.845	40.606	23.457	40.621	46.818

Per-category bbox AP:

category	AP	category	AP	category	AP
person	52.613	bicycle	27.819	car	41.466
motorcycle	38.400	airplane	60.967	bus	62.903
train	58.376	truck	30.933	boat	22.104
traffic light	25.824	fire hydrant	64.486	stop sign	62.992
parking meter	36.029	bench	19.416	bird	32.151
cat	61.740	dog	53.929	horse	53.916
sheep	47.808	cow	53.603	elephant	58.405
bear	64.446	zebra	67.133	giraffe	64.894
backpack	13.931	umbrella	35.645	handbag	13.484
tie	29.557	suitcase	34.717	frisbee	60.803
skis	18.115	snowboard	26.962	sports ball	47.191
kite	41.637	baseball bat	21.392	baseball glove	32.027
skateboard	45.930	surfboard	28.968	tennis racket	42.757
bottle	34.439	wine glass	33.286	cup	38.131
fork	26.456	knife	14.392	spoon	12.133
bowl	36.752	banana	20.660	apple	18.448
sandwich	28.772	orange	28.911	broccoli	21.992
carrot	18.264	hot dog	28.677	pizza	47.652
donut	40.860	cake	30.599	chair	24.919
couch	40.305	potted plant	23.166	bed	34.359
dining table	24.119	toilet	56.667	tv	51.158
laptop	52.544	mouse	58.780	remote	25.107
keyboard	47.750	cell phone	30.600	microwave	49.704
oven	27.081	toaster	26.784	sink	32.348
refrigerator	49.154	book	12.779	clock	47.372
vase	32.067	scissors	22.869	teddy bear	39.427
hair drier	5.461	toothbrush	19.293