retinanet.res50.fpn.coco.multiscale.1x

retinanet.res50.fpn.coco.multiscale.1x

seed: 44564257

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.373
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.399
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.415
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.318
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.367
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692

AP	AP50	AP75	APs	APm	APl
37.264	56.666	39.861	23.209	41.492	47.683

Per-category bbox AP:

category	AP	category	AP	category	AP
person	51.457	bicycle	30.013	car	40.911
motorcycle	40.632	airplane	62.267	bus	64.274
train	57.423	truck	33.324	boat	23.266
traffic light	24.660	fire hydrant	61.616	stop sign	63.538
parking meter	42.614	bench	20.373	bird	33.594
cat	63.453	dog	59.041	horse	52.662
sheep	47.561	cow	50.292	elephant	57.373
bear	67.403	zebra	64.911	giraffe	63.306
backpack	13.978	umbrella	34.438	handbag	13.146
tie	26.924	suitcase	34.480	frisbee	62.618
skis	16.099	snowboard	22.448	sports ball	42.871
kite	37.310	baseball bat	21.322	baseball glove	30.943
skateboard	45.886	surfboard	30.276	tennis racket	43.892
bottle	35.031	wine glass	35.021	cup	39.936
fork	21.902	knife	11.794	spoon	10.065
bowl	39.587	banana	23.173	apple	17.891
sandwich	30.569	orange	29.368	broccoli	21.506
carrot	18.314	hot dog	26.927	pizza	47.359
donut	41.433	cake	33.014	chair	25.245
couch	37.060	potted plant	25.304	bed	39.847
dining table	25.716	toilet	55.300	tv	53.393
laptop	55.369	mouse	59.776	remote	25.094
keyboard	42.249	cell phone	32.547	microwave	56.187
oven	32.518	toaster	23.279	sink	32.723
refrigerator	48.203	book	12.131	clock	48.602
vase	35.384	scissors	23.036	teddy bear	43.832
hair drier	0.586	toothbrush	12.286