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

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

seed: 46353074

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.392
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.565
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.427
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.494
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.331
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.564
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.617
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769

AP	AP50	AP75	APs	APm	APl
39.177	56.537	42.744	24.604	42.761	49.431

Per-category bbox AP:

category	AP	category	AP	category	AP
person	55.077	bicycle	28.963	car	44.556
motorcycle	40.411	airplane	62.600	bus	64.460
train	61.501	truck	32.743	boat	24.498
traffic light	27.148	fire hydrant	66.437	stop sign	66.019
parking meter	41.497	bench	22.068	bird	32.931
cat	63.692	dog	55.942	horse	53.431
sheep	49.970	cow	57.115	elephant	61.551
bear	68.866	zebra	69.122	giraffe	67.020
backpack	13.829	umbrella	35.503	handbag	13.864
tie	30.570	suitcase	35.649	frisbee	63.528
skis	21.487	snowboard	29.169	sports ball	48.539
kite	43.850	baseball bat	25.057	baseball glove	33.055
skateboard	49.974	surfboard	32.123	tennis racket	45.815
bottle	36.810	wine glass	33.975	cup	39.115
fork	28.607	knife	15.567	spoon	13.952
bowl	39.732	banana	22.992	apple	18.159
sandwich	32.600	orange	30.111	broccoli	22.669
carrot	20.644	hot dog	29.884	pizza	48.627
donut	47.200	cake	33.947	chair	25.801
couch	39.867	potted plant	24.210	bed	38.148
dining table	26.551	toilet	57.943	tv	53.389
laptop	51.368	mouse	61.005	remote	27.733
keyboard	49.490	cell phone	31.307	microwave	54.264
oven	32.144	toaster	26.384	sink	34.782
refrigerator	51.548	book	12.528	clock	49.467
vase	36.095	scissors	22.305	teddy bear	43.729
hair drier	8.966	toothbrush	20.880