mask_rcnn.res50.c4.coco.multiscale.1x

mask_rcnn.res50.c4.coco.multiscale.1x

Evaluation results for bbox:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.368
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.399
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.202
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.417
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.496
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.518
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.680

AP	AP50	AP75	APs	APm	APl
36.828	56.639	39.945	20.185	41.721	50.410

Per-category bbox AP:

category	AP	category	AP	category	AP
person	52.172	bicycle	28.793	car	39.129
motorcycle	38.061	airplane	61.152	bus	60.915
train	57.490	truck	29.044	boat	23.486
traffic light	23.703	fire hydrant	62.720	stop sign	61.773
parking meter	43.324	bench	21.070	bird	29.924
cat	62.987	dog	54.415	horse	55.056
sheep	44.592	cow	49.807	elephant	58.218
bear	64.235	zebra	65.901	giraffe	65.095
backpack	13.487	umbrella	34.588	handbag	10.377
tie	26.851	suitcase	28.349	frisbee	58.078
skis	17.145	snowboard	33.238	sports ball	40.627
kite	35.138	baseball bat	22.867	baseball glove	32.638
skateboard	47.694	surfboard	32.559	tennis racket	43.161
bottle	33.903	wine glass	30.228	cup	37.710
fork	27.442	knife	9.999	spoon	12.259
bowl	37.974	banana	22.342	apple	16.942
sandwich	28.936	orange	27.458	broccoli	21.321
carrot	19.712	hot dog	28.933	pizza	49.928
donut	40.533	cake	30.780	chair	24.339
couch	35.879	potted plant	22.951	bed	34.188
dining table	23.630	toilet	55.520	tv	52.218
laptop	57.769	mouse	53.397	remote	22.440
keyboard	49.619	cell phone	29.300	microwave	53.906
oven	29.991	toaster	42.308	sink	30.184
refrigerator	48.720	book	11.303	clock	47.011
vase	32.140	scissors	25.327	teddy bear	42.568
hair drier	1.377	toothbrush	13.928

Evaluation results for segm:

 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.322
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.534
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.339
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.498
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.285
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.438
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.455
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.631

AP	AP50	AP75	APs	APm	APl
32.177	53.418	33.945	13.337	35.688	49.785

Per-category segm AP:

category	AP	category	AP	category	AP
person	41.932	bicycle	15.383	car	34.427
motorcycle	28.740	airplane	40.015	bus	59.467
train	56.676	truck	28.831	boat	18.890
traffic light	22.146	fire hydrant	57.844	stop sign	60.605
parking meter	44.057	bench	13.967	bird	22.706
cat	63.775	dog	51.504	horse	35.187
sheep	36.760	cow	40.086	elephant	50.061
bear	61.556	zebra	50.812	giraffe	44.734
backpack	12.176	umbrella	40.177	handbag	9.282
tie	22.489	suitcase	30.379	frisbee	55.043
skis	0.881	snowboard	19.096	sports ball	38.598
kite	21.654	baseball bat	17.624	baseball glove	33.647
skateboard	24.517	surfboard	24.108	tennis racket	49.867
bottle	31.355	wine glass	25.990	cup	36.725
fork	10.795	knife	6.731	spoon	7.365
bowl	35.294	banana	17.576	apple	15.784
sandwich	30.196	orange	26.440	broccoli	19.866
carrot	15.627	hot dog	23.439	pizza	48.135
donut	40.300	cake	31.572	chair	14.696
couch	31.281	potted plant	19.112	bed	27.226
dining table	13.542	toilet	54.039	tv	53.393
laptop	56.548	mouse	53.070	remote	17.741
keyboard	46.451	cell phone	26.415	microwave	53.344
oven	28.431	toaster	46.385	sink	28.281
refrigerator	49.245	book	5.793	clock	46.902
vase	30.139	scissors	19.716	teddy bear	40.341
hair drier	0.808	toothbrush	8.368