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

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

seed: 28371048

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 ] = 0.429
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.486
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.332
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.561
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.611
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
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 ] = 0.771

AP	AP50	AP75	APs	APm	APl
39.173	56.541	42.864	25.063	42.544	48.556

Per-category bbox AP:

category	AP	category	AP	category	AP
person	55.369	bicycle	29.024	car	44.949
motorcycle	40.755	airplane	61.428	bus	63.706
train	63.010	truck	33.339	boat	24.766
traffic light	27.866	fire hydrant	65.189	stop sign	63.710
parking meter	38.060	bench	21.041	bird	34.159
cat	62.558	dog	58.592	horse	53.840
sheep	51.898	cow	57.720	elephant	63.070
bear	65.021	zebra	68.255	giraffe	66.300
backpack	15.401	umbrella	36.794	handbag	13.792
tie	32.077	suitcase	36.793	frisbee	63.497
skis	20.846	snowboard	29.080	sports ball	49.068
kite	45.513	baseball bat	23.079	baseball glove	35.174
skateboard	48.845	surfboard	31.265	tennis racket	44.957
bottle	37.024	wine glass	36.082	cup	39.056
fork	28.172	knife	15.247	spoon	11.683
bowl	38.294	banana	22.372	apple	17.241
sandwich	32.986	orange	29.593	broccoli	22.183
carrot	20.558	hot dog	30.988	pizza	46.334
donut	45.065	cake	33.891	chair	25.763
couch	38.314	potted plant	24.476	bed	38.726
dining table	26.741	toilet	59.266	tv	54.473
laptop	52.434	mouse	60.845	remote	27.208
keyboard	47.558	cell phone	31.518	microwave	54.648
oven	33.369	toaster	37.296	sink	35.792
refrigerator	50.387	book	13.957	clock	50.504
vase	36.301	scissors	22.354	teddy bear	40.904
hair drier	3.695	toothbrush	20.750