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

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

seed: 3751988

Evaluation results for bbox:

Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.387
Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.549
Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.427
Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238
Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.489
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.327
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.565
Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.622
Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419
Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.656
Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788

AP	AP50	AP75	APs	APm	APl
38.708	54.872	42.708	23.793	42.364	48.888

Per-category bbox AP:

category	AP	category	AP	category	AP
person	55.156	bicycle	28.500	car	44.210
motorcycle	40.619	airplane	64.635	bus	62.010
train	60.690	truck	31.329	boat	24.446
traffic light	28.411	fire hydrant	63.136	stop sign	63.268
parking meter	39.984	bench	22.074	bird	34.874
cat	61.970	dog	57.768	horse	55.772
sheep	51.466	cow	57.623	elephant	62.707
bear	66.627	zebra	67.822	giraffe	67.217
backpack	13.496	umbrella	37.257	handbag	13.215
tie	30.037	suitcase	35.837	frisbee	63.655
skis	20.689	snowboard	26.305	sports ball	48.801
kite	42.445	baseball bat	22.402	baseball glove	33.640
skateboard	48.489	surfboard	30.267	tennis racket	45.932
bottle	37.132	wine glass	34.082	cup	39.278
fork	26.000	knife	14.181	spoon	14.024
bowl	37.208	banana	23.155	apple	18.371
sandwich	31.738	orange	30.707	broccoli	23.113
carrot	20.558	hot dog	31.242	pizza	46.054
donut	45.652	cake	34.416	chair	25.191
couch	39.924	potted plant	24.988	bed	36.558
dining table	26.308	toilet	56.805	tv	53.605
laptop	51.866	mouse	58.877	remote	25.243
keyboard	48.115	cell phone	30.290	microwave	55.947
oven	31.628	toaster	28.743	sink	33.973
refrigerator	48.122	book	12.652	clock	47.065
vase	35.688	scissors	25.522	teddy bear	42.451
hair drier	8.780	toothbrush	16.637