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validation_results_onnxruntime.md

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Validation results for the models inferring using ONNX Runtime

Image classification

Test image #1

Data source: ImageNet

Image resolution: 709 x 510 

Model Parameters Python API C++ API
bvlcalexnet-12-int8 - 0.8899751 Granny Smith
0.0441435 tennis ball
0.0267577 candle, taper, wax light
0.0070415 acorn
0.0042682 bell pepper
0.8899750 Granny Smith
0.0441430 tennis ball
0.0267580 candle, taper, wax light
0.0070420 acorn
0.0042680 bell pepper
bvlcalexnet-12 - 0.9329873 Granny Smith
0.0119356 piggy bank, penny bank
0.0090127 bell pepper
0.0076560 candle, taper, wax light
0.0072363 saltshaker, salt shaker
0.9329360 Granny Smith
0.0119510 piggy bank, penny bank
0.0090170 bell pepper
0.0076610 candle, taper, wax light
0.0072430 saltshaker, salt shaker
caffenet-12.onnx - 0.8064530 Granny Smith
0.0857176 candle, taper, wax light
0.0173121 teapot
0.0110415 tennis ball
0.0087363 saltshaker, salt shaker
0.8064510 Granny Smith
0.0857160 candle, taper, wax light
0.0173170 teapot
0.0110340 tennis ball
0.0087340 saltshaker, salt shaker
densenet-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
16.0255108 Granny Smith
10.2132721 lemon
9.4883041 orange
8.7373285 banana
7.2115321 tennis ball
16.0254840 Granny Smith
10.2133060 lemon
9.4883380 orange
8.7370200 banana
7.2113640 tennis ball
densenet-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
15.0996475 Granny Smith
9.5720987 lemon
9.0328255 orange
7.9542789 banana
7.5498238 tennis ball
14.8300110 Granny Smith
9.5720990 lemon
9.0328250 orange
8.0890970 banana
7.4150060 tennis ball
efficientnet-lite4-11-int8.onnx Mean values: [0.49,0.49,0.49]
Scale values: [0.50,0.50,0.50]
- -
googlenet-12.onnx - 0.9976683 Granny Smith
0.0008832 bell pepper
0.0007543 candle, taper, wax light
0.0001105 tennis ball
0.0000761 cucumber, cuke
0.9976690 Granny Smith
0.0008830 bell pepper
0.0007540 candle, taper, wax light
0.0001100 tennis ball
0.0000760 cucumber, cuke
googlenet-12-int8.onnx - 0.9949932 Granny Smith
0.0017736 bell pepper
0.0014362 candle, taper, wax light
0.0005001 tennis ball
0.0002150 fig
0.9949930 Granny Smith
0.0017740 bell pepper
0.0014360 candle, taper, wax light
0.0005000 tennis ball
0.0002150 fig
inception-v1-12.onnx - 0.9996700 Granny Smith
0.0001812 bell pepper
0.0001091 candle, taper, wax light
0.0000101 tennis ball
0.0000047 cucumber, cuke
0.9996700 Granny Smith
0.0001810 bell pepper
0.0001090 candle, taper, wax light
0.0000100 tennis ball
0.0000050 cucumber, cuke
inception-v1-12-int8.onnx - 0.8926284 tennis ball
0.0474487 jackfruit, jak, jack
0.0252182 green snake, grass snake
0.0102912 window screen
0.0079413 green mamba
0.8926280 tennis ball
0.0474490 jackfruit, jak, jack
0.0252180 green snake, grass snake
0.0102910 window screen
0.0079410 green mamba
mobilenetv2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
10.8561335 Granny Smith
8.7075806 saltshaker, salt shaker
8.3313656 pitcher, ewer
7.9597650 lemon
7.9161777 candle, taper, wax light
10.8574780 Granny Smith
8.7076850 saltshaker, salt shaker
8.3306200 pitcher, ewer
7.9602580 lemon
7.9155480 candle, taper, wax light
mobilenetv2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
11.3702650 Granny Smith
9.7688198 pitcher, ewer
9.6086750 safety pin
9.2883854 saltshaker, salt shaker
8.1673737 water jug
11.0499760 Granny Smith
9.9289640 pitcher, ewer
9.6086750 saltshaker, salt shaker
8.6478070 water jug
8.4876630 perfume, essence
resnet152-v1-7.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
12.5228510 Granny Smith
8.3775253 candle, taper, wax light
7.8244634 piggy bank, penny bank
6.2111158 teapot
6.0321965 saltshaker, salt shaker
12.5226540 Granny Smith
8.3779800 candle, taper, wax light
7.8244630 piggy bank, penny bank
6.2110510 teapot
6.0325470 saltshaker, salt shaker
shufflenet-v2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
7.6013007 Granny Smith
6.4219503 safety pin
5.1115103 hair slide
4.9012079 necklace
4.8272524 warplane, military plane
7.6021260 Granny Smith
6.4221840 safety pin
5.1119440 hair slide
4.9008980 necklace
4.8272350 warplane, military plane
shufflenet-v2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
8.9648008 Granny Smith
7.5856004 clog, geta, patten, sabot
7.0684004 safety pin
7.0684004 perfume, essence
6.8960004 hair slide
9.1372000 Granny Smith
7.5856000 clog, geta, patten, sabot
7.0684000 perfume, essence
7.0684000 safety pin
6.7236000 hair slide
squeezenet1.0-12.onnx - 0.9965848 Granny Smith
0.0030983 tennis ball
0.0000704 golf ball
0.0000698 piggy bank, penny bank
0.0000490 lemon
0.9965860 Granny Smith
0.0030970 tennis ball
0.0000700 golf ball
0.0000700 piggy bank, penny bank
0.0000490 lemon
squeezenet1.0-12-int8.onnx - 0.9109898 Granny Smith
0.0813720 tennis ball
0.0019796 custard apple
0.0007818 candle, taper, wax light
0.0005391 fig
0.9109900 Granny Smith
0.0813720 tennis ball
0.0019800 custard apple
0.0007820 candle, taper, wax light
0.0005390 fig
vgg16-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
15.1150732 Granny Smith
10.4414310 tennis ball
9.4180956 teapot
9.2858591 piggy bank, penny bank
9.1118135 maraca
15.1146370 Granny Smith
10.4413560 tennis ball
9.4173870 teapot
9.2855840 piggy bank, penny bank
9.1120450 maraca
vgg16-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
15.2753048 Granny Smith
11.9095602 tennis ball
11.3917532 pool table, billiard table, snooker table
9.8383322 piggy bank, penny bank
9.3205252 whistle
15.2753050 Granny Smith
11.6506570 tennis ball
11.3917530 pool table, billiard table, snooker table
9.8383320 piggy bank, penny bank
9.3205250 dumbbell
zfnet512-12.onnx - 0.5184174 Granny Smith
0.0732687 tennis ball
0.0492666 fig
0.0477042 acorn
0.0382879 bell pepper
0.5184130 Granny Smith
0.0732610 tennis ball
0.0492710 fig
0.0477190 acorn
0.0382910 bell pepper
zfnet512-12-int8.onnx - 0.5369057 Granny Smith
0.1253411 tennis ball
0.0496634 jackfruit, jak, jack
0.0333984 fig
0.0333984 lemon
0.5369060 Granny Smith
0.1253410 tennis ball
0.0496630 jackfruit, jak, jack
0.0333980 fig
0.0333980 lemon

Test image #2

Data source: ImageNet

Image resolution: 500 x 500 

Model Parameters Python API C++ API
bvlcalexnet-12-int8 - 0.4290770 junco, snowbird
0.0684437 necklace
0.0490217 chickadee
0.0351109 barn spider, Araneus cavaticus
0.0251476 weevil
0.4290770 junco, snowbird
0.0684440 necklace
0.0490220 chickadee
0.0351110 barn spider, Araneus cavaticus
0.0251480 weevil
bvlcalexnet-12 - 0.9254803 junco, snowbird
0.0660609 chickadee
0.0045172 brambling, Fringilla montifringilla
0.0010812 water ouzel, dipper
0.0005364 bulbul
0.9254800 junco, snowbird
0.0660610 chickadee
0.0045170 brambling, Fringilla montifringilla
0.0010810 water ouzel, dipper
0.0005360 bulbul
caffenet-12.onnx - 0.9648485 junco, snowbird
0.0329766 chickadee
0.0008094 brambling, Fringilla montifringilla
0.0002956 house finch, linnet, Carpodacus mexicanus
0.0001931 bulbul
0.9648490 junco, snowbird
0.0329770 chickadee
0.0008090 brambling, Fringilla montifringilla
0.0002960 house finch, linnet, Carpodacus mexicanus
0.0001930 bulbul
densenet-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
17.7405853 junco, snowbird
11.3523722 brambling, Fringilla montifringilla
11.2178583 indigo bunting, indigo finch, indigo bird, Passerina cyanea
10.1103678 chickadee
8.1522255 magpie
17.7405830 junco, snowbird
11.3523720 brambling, Fringilla montifringilla
11.2178600 indigo bunting, indigo finch, indigo bird, Passerina cyanea
10.1103700 chickadee
8.1522250 magpie
densenet-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
17.2567406 junco, snowbird
11.0550995 indigo bunting, indigo finch, indigo bird, Passerina cyanea
10.5158262 brambling, Fringilla montifringilla
9.7069168 chickadee
8.3587341 magpie
17.2567410 junco, snowbird
11.0550990 indigo bunting, indigo finch, indigo bird, Passerina cyanea
10.5158260 brambling, Fringilla montifringilla
9.7069170 chickadee
8.3587340 magpie
efficientnet-lite4-11-int8.onnx Mean values: [0.49,0.49,0.49]
Scale values: [0.50,0.50,0.50]
- -
googlenet-12.onnx - 0.9999763 junco, snowbird
0.0000186 chickadee
0.0000017 brambling, Fringilla montifringilla
0.0000014 water ouzel, dipper
0.0000013 house finch, linnet, Carpodacus mexicanus
0.9999760 junco, snowbird
0.0000190 chickadee
0.0000020 brambling, Fringilla montifringilla
0.0000010 water ouzel, dipper
0.0000010 house finch, linnet, Carpodacus mexicanus
googlenet-12-int8.onnx - 0.9979578 junco, snowbird
0.0009446 house finch, linnet, Carpodacus mexicanus
0.0005016 chickadee
0.0004062 indigo bunting, indigo finch, indigo bird, Passerina cyanea
0.0000492 brambling, Fringilla montifringilla
0.9979580 junco, snowbird
0.0009450 house finch, linnet, Carpodacus mexicanus
0.0005020 chickadee
0.0004060 indigo bunting, indigo finch, indigo bird, Passerina cyanea
0.0000490 brambling, Fringilla montifringilla
inception-v1-12.onnx - 0.9999988 junco, snowbird
0.0000010 chickadee
0.0000001 brambling, Fringilla montifringilla
0.0000001 house finch, linnet, Carpodacus mexicanus
0.0000000 water ouzel, dipper
0.9999990 junco, snowbird
0.0000010 chickadee
0.0000000 toilet tissue, toilet paper, bathroom tissue
0.0000000 porcupine, hedgehog
0.0000000 wood rabbit, cottontail, cottontail rabbit
inception-v1-12-int8.onnx - 0.9290988 window screen
0.0457429 fire screen, fireguard
0.0085141 mosquito net
0.0079082 shower curtain
0.0009574 electric fan, blower
0.9290990 window screen
0.0457430 fire screen, fireguard
0.0085140 mosquito net
0.0079080 shower curtain
0.0009570 electric fan, blower
mobilenetv2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
24.7887650 junco, snowbird
16.3343277 brambling, Fringilla montifringilla
15.2105579 water ouzel, dipper
15.0277386 chickadee
14.4992104 goldfinch, Carduelis carduelis
24.7887670 junco, snowbird
16.3343320 brambling, Fringilla montifringilla
15.2105620 water ouzel, dipper
15.0277400 chickadee
14.4992170 goldfinch, Carduelis carduelis
mobilenetv2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
19.6977844 junco, snowbird
14.0927229 brambling, Fringilla montifringilla
12.0108433 water ouzel, dipper
11.8506994 chickadee
11.3702650 house finch, linnet, Carpodacus mexicanus
19.6977840 junco, snowbird
14.0927230 brambling, Fringilla montifringilla
12.0108430 water ouzel, dipper
11.8506990 chickadee
11.3702650 house finch, linnet, Carpodacus mexicanus
resnet152-v1-7.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
16.8624897 junco, snowbird
12.2944298 brambling, Fringilla montifringilla
10.5348196 water ouzel, dipper
9.7871933 goldfinch, Carduelis carduelis
9.5141163 chickadee
16.8624920 junco, snowbird
12.2944310 brambling, Fringilla montifringilla
10.5348200 water ouzel, dipper
9.7871940 goldfinch, Carduelis carduelis
9.5141170 chickadee
shufflenet-v2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
20.3064499 junco, snowbird
11.5488453 damselfly
9.6360016 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
9.2243061 water ouzel, dipper
9.1981525 chickadee
20.3064540 junco, snowbird
11.5488470 damselfly
9.6360020 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
9.2243100 water ouzel, dipper
9.1981570 chickadee
shufflenet-v2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
16.7228012 junco, snowbird
10.8612003 damselfly
9.1372004 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
8.4476004 macaque
8.2752008 goldfinch, Carduelis carduelis
16.7228010 junco, snowbird
10.8612000 damselfly
9.1372000 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
8.4476000 macaque
8.2752010 goldfinch, Carduelis carduelis
squeezenet1.0-12.onnx - 0.8807445 junco, snowbird
0.1190359 chickadee
0.0000988 brambling, Fringilla montifringilla
0.0000509 goldfinch, Carduelis carduelis
0.0000275 indigo bunting, indigo finch, indigo bird, Passerina cyanea
0.8807450 junco, snowbird
0.1190360 chickadee
0.0000990 brambling, Fringilla montifringilla
0.0000510 goldfinch, Carduelis carduelis
0.0000280 indigo bunting, indigo finch, indigo bird, Passerina cyanea
squeezenet1.0-12-int8.onnx - 0.6191203 chickadee
0.3545598 junco, snowbird
0.0086255 quail
0.0071629 indigo bunting, indigo finch, indigo bird, Passerina cyanea
0.0041021 ruffed grouse, partridge, Bonasa umbellus
0.6191200 chickadee
0.3545600 junco, snowbird
0.0086250 quail
0.0071630 indigo bunting, indigo finch, indigo bird, Passerina cyanea
0.0041020 ruffed grouse, partridge, Bonasa umbellus
vgg16-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
32.1235733 junco, snowbird
25.8626442 brambling, Fringilla montifringilla
23.4777050 chickadee
21.5899162 goldfinch, Carduelis carduelis
20.5309525 house finch, linnet, Carpodacus mexicanus
32.1235730 junco, snowbird
25.8626480 brambling, Fringilla montifringilla
23.4777070 chickadee
21.5899160 goldfinch, Carduelis carduelis
20.5309520 house finch, linnet, Carpodacus mexicanus
vgg16-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
28.7382851 junco, snowbird
24.8547325 brambling, Fringilla montifringilla
21.4889889 chickadee
20.4533749 goldfinch, Carduelis carduelis
19.4177608 house finch, linnet, Carpodacus mexicanus
28.7382850 junco, snowbird
24.8547330 brambling, Fringilla montifringilla
21.4889890 chickadee
20.4533750 goldfinch, Carduelis carduelis
19.4177610 house finch, linnet, Carpodacus mexicanus
zfnet512-12.onnx - 0.9737679 junco, snowbird
0.0250324 chickadee
0.0008072 brambling, Fringilla montifringilla
0.0000979 house finch, linnet, Carpodacus mexicanus
0.0000937 bulbul
0.9737680 junco, snowbird
0.0250320 chickadee
0.0008070 brambling, Fringilla montifringilla
0.0000980 house finch, linnet, Carpodacus mexicanus
0.0000940 bulbul
zfnet512-12-int8.onnx - 0.8624269 junco, snowbird
0.1039283 chickadee
0.0073790 brambling, Fringilla montifringilla
0.0022442 bulbul
0.0019662 water ouzel, dipper
0.8624270 junco, snowbird
0.1039280 chickadee
0.0073790 brambling, Fringilla montifringilla
0.0022440 bulbul
0.0019660 water ouzel, dipper

Test image #3

Data source: ImageNet

Image resolution: 333 x 500 

Model Parameters Python API C++ API
bvlcalexnet-12-int8 - 0.3251408 lifeboat
0.2751684 container ship, containership, container vessel
0.0855635 drilling platform, offshore rig
0.0612834 pirate, pirate ship
0.0518645 liner, ocean liner
0.3251410 lifeboat
0.2751680 container ship, containership, container vessel
0.0855640 drilling platform, offshore rig
0.0612830 pirate, pirate ship
0.0518640 liner, ocean liner
bvlcalexnet-12 - 0.8644476 lifeboat
0.0432644 container ship, containership, container vessel
0.0229281 beacon, lighthouse, beacon light, pharos
0.0205267 liner, ocean liner
0.0169515 breakwater, groin, groyne, mole, bulwark, seawall, jetty
0.8644480 lifeboat
0.0432640 container ship, containership, container vessel
0.0229280 beacon, lighthouse, beacon light, pharos
0.0205270 liner, ocean liner
0.0169510 breakwater, groin, groyne, mole, bulwark, seawall, jetty
caffenet-12.onnx - 0.7098512 lifeboat
0.1476296 liner, ocean liner
0.0407189 container ship, containership, container vessel
0.0400669 breakwater, groin, groyne, mole, bulwark, seawall, jetty
0.0132867 beacon, lighthouse, beacon light, pharos
0.7098510 lifeboat
0.1476300 liner, ocean liner
0.0407190 container ship, containership, container vessel
0.0400670 breakwater, groin, groyne, mole, bulwark, seawall, jetty
0.0132870 beacon, lighthouse, beacon light, pharos
densenet-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
13.9163771 lifeboat
7.7512403 drilling platform, offshore rig
7.6278667 liner, ocean liner
7.5209389 wreck
7.4783006 pirate, pirate ship
13.9163760 lifeboat
7.7512380 drilling platform, offshore rig
7.6278670 liner, ocean liner
7.5209380 wreck
7.4783010 pirate, pirate ship
densenet-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
13.6166468 lifeboat
7.8194604 pirate, pirate ship
7.8194604 liner, ocean liner
7.8194604 drilling platform, offshore rig
7.5498238 container ship, containership, container vessel
13.6166470 lifeboat
7.8194600 pirate, pirate ship
7.8194600 liner, ocean liner
7.8194600 drilling platform, offshore rig
7.5498240 container ship, containership, container vessel
efficientnet-lite4-11-int8.onnx Mean values: [0.49,0.49,0.49]
Scale values: [0.50,0.50,0.50]
- -
googlenet-12.onnx - 0.4912072 lifeboat
0.1853297 drilling platform, offshore rig
0.0932138 container ship, containership, container vessel
0.0756839 liner, ocean liner
0.0567756 beacon, lighthouse, beacon light, pharos
0.4912070 lifeboat
0.1853300 drilling platform, offshore rig
0.0932140 container ship, containership, container vessel
0.0756840 liner, ocean liner
0.0567760 beacon, lighthouse, beacon light, pharos
googlenet-12-int8.onnx - 0.4081365 liner, ocean liner
0.3305016 container ship, containership, container vessel
0.1150835 beacon, lighthouse, beacon light, pharos
0.0611107 drilling platform, offshore rig
0.0212793 lifeboat
0.4081360 liner, ocean liner
0.3305020 container ship, containership, container vessel
0.1150840 beacon, lighthouse, beacon light, pharos
0.0611110 drilling platform, offshore rig
0.0212790 lifeboat
inception-v1-12.onnx - 0.5498170 lifeboat
0.2570188 drilling platform, offshore rig
0.0660439 container ship, containership, container vessel
0.0549428 liner, ocean liner
0.0401244 beacon, lighthouse, beacon light, pharos
0.5498170 lifeboat
0.2570190 drilling platform, offshore rig
0.0660440 container ship, containership, container vessel
0.0549430 liner, ocean liner
0.0401240 beacon, lighthouse, beacon light, pharos
inception-v1-12-int8.onnx - 0.9909808 window screen
0.0030000 fire screen, fireguard
0.0010421 centipede
0.0007533 jigsaw puzzle
0.0001842 eft
0.9909810 window screen
0.0030000 fire screen, fireguard
0.0010420 centipede
0.0007530 jigsaw puzzle
0.0001840 eft
mobilenetv2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
13.3413105 container ship, containership, container vessel
12.7817993 liner, ocean liner
11.4793739 beacon, lighthouse, beacon light, pharos
11.0030222 pirate, pirate ship
10.9631176 drilling platform, offshore rig
13.3413090 container ship, containership, container vessel
12.7817990 liner, ocean liner
11.4793770 beacon, lighthouse, beacon light, pharos
11.0030220 pirate, pirate ship
10.9631160 drilling platform, offshore rig
mobilenetv2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
10.4093981 seashore, coast, seacoast, sea-coast
10.2492533 beacon, lighthouse, beacon light, pharos
9.6086750 liner, ocean liner
8.8079519 pedestal, plinth, footstall
8.4876633 pirate, pirate ship
10.4093980 seashore, coast, seacoast, sea-coast
10.2492530 beacon, lighthouse, beacon light, pharos
9.6086750 liner, ocean liner
8.8079520 pedestal, plinth, footstall
8.4876630 pirate, pirate ship
resnet152-v1-7.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
10.7093782 liner, ocean liner
10.1390295 wreck
9.2481613 drilling platform, offshore rig
9.0711117 container ship, containership, container vessel
9.0439491 seashore, coast, seacoast, sea-coast
10.7093780 liner, ocean liner
10.1390290 wreck
9.2481600 drilling platform, offshore rig
9.0711110 container ship, containership, container vessel
9.0439480 seashore, coast, seacoast, sea-coast
shufflenet-v2-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
7.5595794 beacon, lighthouse, beacon light, pharos
7.3999972 breakwater, groin, groyne, mole, bulwark, seawall, jetty
5.8455462 liner, ocean liner
5.7949190 meerkat, mierkat
5.4913082 perfume, essence
7.5595770 beacon, lighthouse, beacon light, pharos
7.3999960 breakwater, groin, groyne, mole, bulwark, seawall, jetty
5.8455460 liner, ocean liner
5.7949250 meerkat, mierkat
5.4913080 perfume, essence
shufflenet-v2-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
7.5856004 breakwater, groin, groyne, mole, bulwark, seawall, jetty
7.0684004 catamaran
6.8960004 beacon, lighthouse, beacon light, pharos
6.7236004 meerkat, mierkat
6.2064004 window screen
7.5856000 breakwater, groin, groyne, mole, bulwark, seawall, jetty
7.0684000 catamaran
6.8960000 beacon, lighthouse, beacon light, pharos
6.7236000 meerkat, mierkat
6.2064000 window screen
squeezenet1.0-12.onnx - 0.5427447 lifeboat
0.3708561 drilling platform, offshore rig
0.0383874 container ship, containership, container vessel
0.0352432 liner, ocean liner
0.0035164 dock, dockage, docking facility
0.5427450 lifeboat
0.3708560 drilling platform, offshore rig
0.0383870 container ship, containership, container vessel
0.0352430 liner, ocean liner
0.0035160 dock, dockage, docking facility
squeezenet1.0-12-int8.onnx - 0.4119241 lifeboat
0.1959008 liner, ocean liner
0.1626824 drilling platform, offshore rig
0.1350968 container ship, containership, container vessel
0.0210713 pop bottle, soda bottle
0.4119240 lifeboat
0.1959010 liner, ocean liner
0.1626820 drilling platform, offshore rig
0.1350970 container ship, containership, container vessel
0.0210710 pop bottle, soda bottle
vgg16-12.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
13.3489952 container ship, containership, container vessel
12.4881687 liner, ocean liner
11.4792709 fireboat
11.1802950 drilling platform, offshore rig
11.0454407 breakwater, groin, groyne, mole, bulwark, seawall, jetty
13.3489920 container ship, containership, container vessel
12.4881660 liner, ocean liner
11.4792710 fireboat
11.1802930 drilling platform, offshore rig
11.0454410 breakwater, groin, groyne, mole, bulwark, seawall, jetty
vgg16-12-int8.onnx C++ API Mean values: [0.485,0.456,0.406]
C++ API Scale values: [0.229,0.224,0.225]
Python API Mean values: [103.53,116.28,123.675]
Python API Scale values: [57.375,57.12,58.395]
16.8287258 container ship, containership, container vessel
15.2753048 liner, ocean liner
14.7574978 drilling platform, offshore rig
13.9807873 breakwater, groin, groyne, mole, bulwark, seawall, jetty
12.4273663 dock, dockage, docking facility
16.8287260 container ship, containership, container vessel
15.2753050 liner, ocean liner
14.7574980 drilling platform, offshore rig
13.9807870 breakwater, groin, groyne, mole, bulwark, seawall, jetty
12.4273660 dock, dockage, docking facility
zfnet512-12.onnx - 0.5853008 lifeboat
0.1041721 liner, ocean liner
0.0734617 breakwater, groin, groyne, mole, bulwark, seawall, jetty
0.0427900 beacon, lighthouse, beacon light, pharos
0.0257015 container ship, containership, container vessel
0.5853010 lifeboat
0.1041720 liner, ocean liner
0.0734620 breakwater, groin, groyne, mole, bulwark, seawall, jetty
0.0427900 beacon, lighthouse, beacon light, pharos
0.0257020 container ship, containership, container vessel
zfnet512-12-int8.onnx - 0.1840482 liner, ocean liner
0.0950053 container ship, containership, container vessel
0.0638906 lifeboat
0.0559758 beacon, lighthouse, beacon light, pharos
0.0429662 drilling platform, offshore rig
0.1840480 liner, ocean liner
0.0950050 container ship, containership, container vessel
0.0638910 lifeboat
0.0559760 beacon, lighthouse, beacon light, pharos
0.0429660 drilling platform, offshore rig