validation_results_openvino_public_models.md

Validation results for the models inferring using Intel® Distribution of OpenVINO™ Toolkit

Image classification

Test image #1

Data source: ImageNet

Image resolution: 709 x 510 

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
alexnet	0.9896095 Granny Smith 0.0037969 bell pepper 0.0013717 piggy bank, penny bank 0.0011059 acorn 0.0009710 fig	0.9896095 Granny Smith 0.0037969 bell pepper 0.0013717 piggy bank, penny bank 0.0011059 acorn 0.0009710 fig	0.9896094 Granny Smith 0.0037969 bell pepper 0.0013717 piggy bank, penny bank 0.0011059 acorn 0.0009710 fig	0.9896094 Granny Smith 0.0037969 bell pepper 0.0013717 piggy bank, penny bank 0.0011059 acorn 0.0009710 fig
caffenet	-	-	0.8602297 Granny Smith 0.0503849 teapot 0.0141509 piggy bank, penny bank 0.0113873 saltshaker, salt shaker 0.0104464 bell pepper	0.8602297 Granny Smith 0.0503849 teapot 0.0141509 piggy bank, penny bank 0.0113873 saltshaker, salt shaker 0.0104464 bell pepper
densenet-121	15.7979164 Granny Smith 9.9429455 lemon 9.3676043 orange 8.6181612 banana 7.1164074 tennis ball	15.7979164 Granny Smith 9.9429455 lemon 9.3676043 orange 8.6181612 banana 7.1164074 tennis ball	15.7979164 Granny Smith 9.9429455 lemon 9.3676043 orange 8.6181612 banana 7.1164074 tennis ball	15.7979155 Granny Smith 9.9429502 lemon 9.3676109 orange 8.6181631 banana 7.1164064 tennis ball
densenet-121-caffe2	-	-	15.7890606 Granny Smith 9.9466267 lemon 9.3717031 orange 8.6204128 banana 7.1169806 tennis ball	15.7890606 Granny Smith 9.9466267 lemon 9.3717031 orange 8.6204128 banana 7.1169806 tennis ball
densenet-121-tf	-	-	0.9993860 Granny Smith 0.0004290 lemon 0.0000779 orange 0.0000480 banana 0.0000217 tennis ball	0.9993860 Granny Smith 0.0004290 lemon 0.0000779 orange 0.0000480 banana 0.0000217 tennis ball
densenet-161	17.8060474 Granny Smith 8.5503120 lemon 7.6080256 orange 7.2737975 banana 7.1114807 fig	17.8060474 Granny Smith 8.5503120 lemon 7.6080256 orange 7.2737975 banana 7.1114807 fig	17.8060474 Granny Smith 8.5503120 lemon 7.6080256 orange 7.2737975 banana 7.1114807 fig	17.8060360 Granny Smith 8.5503101 lemon 7.6080236 orange 7.2737904 banana 7.1114841 fig
densenet-161-tf	-	-	0.9999733 Granny Smith 0.0000084 lemon 0.0000032 fig 0.0000021 orange 0.0000021 banana	0.9999733 Granny Smith 0.0000084 lemon 0.0000032 fig 0.0000021 orange 0.0000021 banana
densenet-169	15.9379349 Granny Smith 6.3490119 banana 6.2573476 lemon 5.8869209 tennis ball 5.7489214 piggy bank, penny bank	15.9379349 Granny Smith 6.3490119 banana 6.2573476 lemon 5.8869209 tennis ball 5.7489214 piggy bank, penny bank	15.9379349 Granny Smith 6.3490119 banana 6.2573476 lemon 5.8869209 tennis ball 5.7489214 piggy bank, penny bank	15.9379444 Granny Smith 6.3490100 banana 6.2573524 lemon 5.8869252 tennis ball 5.7489195 piggy bank, penny bank
densenet-169-tf	-	-	0.9999826 Granny Smith 0.0000046 tennis ball 0.0000041 banana 0.0000033 lemon 0.0000012 fig	0.9999826 Granny Smith 0.0000046 tennis ball 0.0000041 banana 0.0000033 lemon 0.0000012 fig
densenet-201	13.9142466 Granny Smith 7.1571245 bell pepper 6.8382354 acorn 6.0525250 lemon 6.0490065 candle, taper, wax light	13.9142380 Granny Smith 7.1571240 bell pepper 6.8382263 acorn 6.0525231 lemon 6.0489964 candle, taper, wax light	13.9142466 Granny Smith 7.1571245 bell pepper 6.8382354 acorn 6.0525250 lemon 6.0490065 candle, taper, wax light	13.9142380 Granny Smith 7.1571240 bell pepper 6.8382263 acorn 6.0525231 lemon 6.0489964 candle, taper, wax light
densenet-201-tf	-	-	0.9933491 Granny Smith 0.0009908 bell pepper 0.0008071 acorn 0.0003824 lemon 0.0003449 candle, taper, wax light	0.9933491 Granny Smith 0.0009908 bell pepper 0.0008071 acorn 0.0003824 lemon 0.0003449 candle, taper, wax light
dla-34	-	-	11.2761745 Granny Smith 6.9377508 fig 6.4480505 tennis ball 5.9033756 lemon 5.6257339 dumbbell	11.2761745 Granny Smith 6.9377508 fig 6.4480505 tennis ball 5.9033756 lemon 5.6257339 dumbbell
efficientnet-b0	-	-	9.8424797 Granny Smith 4.8622112 fig 4.3583665 lemon 3.8766663 bell pepper 3.4526284 orange	9.8424797 Granny Smith 4.8622112 fig 4.3583665 lemon 3.8766663 bell pepper 3.4526284 orange
efficientnet-b0-pytorch	-	-	9.7391472 Granny Smith 3.5226305 orange 3.3632121 acorn 3.3613660 bell pepper 3.1544685 lemon	9.7391472 Granny Smith 3.5226305 orange 3.3632121 acorn 3.3613660 bell pepper 3.1544685 lemon
efficientnet-b0_auto_aug	-	-	10.1708317 Granny Smith 4.3690400 tennis ball 4.2338214 lemon 3.8555355 pomegranate 3.8175268 fig	10.1708317 Granny Smith 4.3690400 tennis ball 4.2338214 lemon 3.8555355 pomegranate 3.8175268 fig
efficientnet-b5	-	-	8.8117380 Granny Smith 2.0016692 bee eater 1.8805140 green mamba 1.6248529 lemon 1.5391053 banana	8.8117380 Granny Smith 2.0016692 bee eater 1.8805140 green mamba 1.6248529 lemon 1.5391053 banana
efficientnet-b5-pytorch	-	-	8.3842010 Granny Smith 1.5558447 crate 1.5187881 velvet 1.4974675 orange 1.4194057 syringe	8.3842010 Granny Smith 1.5558447 crate 1.5187881 velvet 1.4974675 orange 1.4194057 syringe
efficientnet-b7-pytorch	-	-	8.3249321 Granny Smith 1.5543858 lemon 1.5019686 green mamba 1.4437177 syringe 1.4299904 home theater, home theatre	8.3249321 Granny Smith 1.5543858 lemon 1.5019686 green mamba 1.4437177 syringe 1.4299904 home theater, home theatre
efficientnet-b7_auto_aug	-	-	8.3249302 Granny Smith 1.5543855 lemon 1.5019683 green mamba 1.4437169 syringe 1.4299890 home theater, home theatre	8.3249302 Granny Smith 1.5543855 lemon 1.5019683 green mamba 1.4437169 syringe 1.4299890 home theater, home theatre
efficientnet-v2-b0	-	-	9.9698296 Granny Smith 3.0172575 tennis ball 2.7638929 lemon 2.5047610 bell pepper 2.4356525 orange 2.3916006 fig 2.3581269 banana 2.1622190 crate	9.9698296 Granny Smith 3.0172575 tennis ball 2.7638929 lemon 2.5047610 bell pepper 2.4356525 orange 2.3916006 fig 2.3581269 banana 2.1622190 crate
efficientnet-v2-s	-	-	9.7563057 Granny Smith 2.2714353 green mamba 2.1594193 croquet ball 1.9994628 Siamese cat, Siamese 1.9378307 orange	9.7563057 Granny Smith 2.2714353 green mamba 2.1594193 croquet ball 1.9994628 Siamese cat, Siamese 1.9378307 orange
googlenet-v1	0.9982976 Granny Smith 0.0005613 bell pepper 0.0003487 candle, taper, wax light 0.0000679 tennis ball 0.0000656 piggy bank, penny bank	0.9982976 Granny Smith 0.0005613 bell pepper 0.0003487 candle, taper, wax light 0.0000679 tennis ball 0.0000656 piggy bank, penny bank	0.9982972 Granny Smith 0.0005613 bell pepper 0.0003487 candle, taper, wax light 0.0000679 title tennis ball 0.0000656 title piggy bank, penny bank	0.9982972 Granny Smith 0.0005613 bell pepper 0.0003487 candle, taper, wax light 0.0000679 tennis ball 0.0000656 piggy bank, penny bank
googlenet-v1-tf	-	-	0.8873318 Granny Smith 0.0083221 lemon 0.0073108 piggy bank, penny bank 0.0063511 pomegranate 0.0033214 banana	0.8873318 Granny Smith 0.0083221 lemon 0.0073108 piggy bank, penny bank 0.0063511 pomegranate 0.0033214 banana
googlenet-v2	0.9938872 leafhopper 0.0042250 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria 0.0005423 ringlet, ringlet butterfly 0.0001996 lacewing, lacewing fly 0.0000883 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk	0.9938872 leafhopper 0.0042250 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria 0.0005423 ringlet, ringlet butterfly 0.0001996 lacewing, lacewing fly 0.0000883 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk	0.9938846 leafhopper 0.0042250 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria 0.0005423 ringlet, ringlet butterfly 0.0001996 lacewing, lacewing fly 0.0000883 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk	0.9938846 leafhopper 0.0042250 police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria 0.0005423 ringlet, ringlet butterfly 0.0001996 lacewing, lacewing fly 0.0000883 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
googlenet-v2-tf	-	-	0.9925616 Granny Smith 0.0003350 lemon 0.0002447 pomegranate 0.0002070 tennis ball 0.0001847 banana	0.9925616 Granny Smith 0.0003350 lemon 0.0002447 pomegranate 0.0002070 tennis ball 0.0001847 banana
googlenet-v3	0.9909649 strawberry 0.0007918 binder, ring-binder 0.0001872 pill bottle 0.0001239 banjo 0.0000879 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.9909649 strawberry 0.0007918 binder, ring-binder 0.0001872 pill bottle 0.0001239 banjo 0.0000879 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.9909641 strawberry 0.0007918 binder, ring-binder 0.0001872 pill bottle 0.0001239 banjo 0.0000879 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.9909641 strawberry 0.0007918 binder, ring-binder 0.0001872 pill bottle 0.0001239 banjo 0.0000879 breakwater, groin, groyne, mole, bulwark, seawall, jetty
googlenet-v3-pytorch	-	-	12.0507536 Granny Smith 4.8499713 bikini, two-piece 2.9098036 piggy bank, penny bank 2.9065435 Band Aid 2.5095935 brassiere, bra, bandeau	12.0507536 Granny Smith 4.8499713 bikini, two-piece 2.9098036 piggy bank, penny bank 2.9065435 Band Aid 2.5095935 brassiere, bra, bandeau
googlenet-v4	0.9865599 Granny Smith 0.0003842 Rhodesian ridgeback 0.0002123 hair slide 0.0001513 pineapple, ananas 0.0001259 banana	0.9865599 Granny Smith 0.0003842 Rhodesian ridgeback 0.0002123 hair slide 0.0001513 pineapple, ananas 0.0001259 banana	0.9865599 Granny Smith 0.0003842 Rhodesian ridgeback 0.0002123 hair slide 0.0001513 pineapple, ananas 0.0001259 banana	0.9865599 Granny Smith 0.0003842 Rhodesian ridgeback 0.0002123 hair slide 0.0001513 pineapple, ananas 0.0001259 banana
googlenet-v4-tf	-	-	0.9901000 Granny Smith 0.0003072 Rhodesian ridgeback 0.0001467 hair slide 0.0001104 pineapple, ananas 0.0000988 banana	0.9901000 Granny Smith 0.0003072 Rhodesian ridgeback 0.0001467 hair slide 0.0001104 pineapple, ananas 0.0000988 banana
hbonet-0.25	-	-	17.2663193 Granny Smith 14.2053604 tennis ball 12.7874298 green snake, grass snake 12.4134007 bell pepper 12.2039165 fig	17.2663193 Granny Smith 14.2053604 tennis ball 12.7874298 green snake, grass snake 12.4134007 bell pepper 12.2039165 fig
hbonet-0.5	-	-	17.1083469 Granny Smith 13.3649635 acorn 12.9453735 piggy bank, penny bank 11.7255564 saltshaker, salt shaker 11.4459381 fig	17.1083488 Granny Smith 13.3649635 acorn 12.9453764 piggy bank, penny bank 11.7255583 saltshaker, salt shaker 11.4459400 fig
hbonet-1.0	-	-	14.2947550 Granny Smith 9.1487656 lemon 9.0358143 fig 8.9221973 cup 8.8918114 vase	14.2947578 Granny Smith 9.1487656 lemon 9.0358143 fig 8.9221964 cup 8.8918114 vase
inception-resnet-v2	0.9982991 Granny Smith 0.0000684 orange 0.0000573 lemon 0.0000441 banana 0.0000164 Band Aid	0.9982991 Granny Smith 0.0000684 orange 0.0000573 lemon 0.0000441 banana 0.0000164 Band Aid	0.9982988 Granny Smith 0.0000684 orange 0.0000573 lemon 0.0000441 banana 0.0000164 Band Aid	0.9982988 Granny Smith 0.0000684 orange 0.0000573 lemon 0.0000441 banana 0.0000164 Band Aid
inception-resnet-v2-tf	-	-	9.1892214 Granny Smith 4.2343903 pomegranate 3.3494303 lemon 3.2723582 crate 3.2125196 orange	9.1892214 Granny Smith 4.2343903 pomegranate 3.3494303 lemon 3.2723582 crate 3.2125196 orange
mixnet-l	-	-	9.0722599 Granny Smith 2.6522577 fig 2.1091993 lemon 1.7248296 crate 1.7041028 bell pepper	9.0722599 Granny Smith 2.6522577 fig 2.1091993 lemon 1.7248296 crate 1.7041028 bell pepper
mobilenet-v1-1.0-224	-	-	0.9441368 Granny Smith 0.0080110 fig 0.0042946 lemon 0.0042536 custard apple 0.0036513 orange	0.9441368 Granny Smith 0.0080110 fig 0.0042946 lemon 0.0042536 custard apple 0.0036513 orange
mobilenet-v1-0.50-224	-	-	0.9409788 Granny Smith 0.0422395 bell pepper 0.0039017 fig 0.0032237 piggy bank, penny bank 0.0029516 tennis ball	0.9409788 Granny Smith 0.0422395 bell pepper 0.0039017 fig 0.0032237 piggy bank, penny bank 0.0029516 tennis ball
mobilenet-v1-0.50-160	-	-	0.9844190 Granny Smith 0.0103430 bell pepper 0.0013505 fig 0.0009318 lemon 0.0008557 cucumber, cuke	0.9844190 Granny Smith 0.0103430 bell pepper 0.0013505 fig 0.0009318 lemon 0.0008557 cucumber, cuke
mobilenet-v1-0.25-128	-	-	0.5188023 bell pepper 0.1175004 Granny Smith 0.0549228 cucumber, cuke 0.0392874 strawberry 0.0295591 broccoli	0.5188023 bell pepper 0.1175004 Granny Smith 0.0549228 cucumber, cuke 0.0392874 strawberry 0.0295591 broccoli
mobilenet-v1-1.0-224-tf	-	-	0.7547237 Granny Smith 0.0404326 saltshaker, salt shaker 0.0232464 lemon 0.0218173 fig 0.0153219 rubber eraser, rubber, pencil eraser	0.7547237 Granny Smith 0.0404326 saltshaker, salt shaker 0.0232464 lemon 0.0218173 fig 0.0153219 rubber eraser, rubber, pencil eraser
mobilenet-v2-1.0-224	-	-	0.9844691 Granny Smith 0.0003918 piggy bank, penny bank 0.0002854 green snake, grass snake 0.0002140 bell pepper 0.0001963 acorn	0.9844691 Granny Smith 0.0003918 piggy bank, penny bank 0.0002854 green snake, grass snake 0.0002140 bell pepper 0.0001963 acorn
mobilenet-v2-1.4-224	-	-	0.8810006 Granny Smith 0.0252364 fig 0.0074156 jackfruit, jak, jack 0.0054692 custard apple 0.0037351 lemon	0.8810006 Granny Smith 0.0252364 fig 0.0074156 jackfruit, jak, jack 0.0054692 custard apple 0.0037351 lemon
mobilenet-v2	-	-	0.9951227 Granny Smith 0.0009853 fig 0.0007886 lemon 0.0006782 pomegranate 0.0006098 piggy bank, penny bank	0.9951227 Granny Smith 0.0009853 fig 0.0007886 lemon 0.0006782 pomegranate 0.0006098 piggy bank, penny bank
mobilenet-v2-pytorch	-	-	15.8923168 Granny Smith 9.9170008 fig 9.8310204 banana 9.0233030 lemon 8.7704887 custard apple	15.8923168 Granny Smith 9.9170008 fig 9.8310204 banana 9.0233030 lemon 8.7704887 custard apple
mobilenet-v3-large-1.0-224-tf	-	-	0.9964523 Granny Smith 0.0002238 bell pepper 0.0001825 lemon 0.0001672 tennis ball 0.0001623 fig	0.9964523 Granny Smith 0.0002238 bell pepper 0.0001825 lemon 0.0001672 tennis ball 0.0001623 fig
mobilenet-v3-small-1.0-224-tf	-	-	0.8031732 Granny Smith 0.0285428 fig 0.0175287 lemon 0.0164089 bell pepper 0.0091023 strawberry	0.8031732 Granny Smith 0.0285428 fig 0.0175287 lemon 0.0164089 bell pepper 0.0091023 strawberry
nfnet-f0	-	-	8.2904577 Granny Smith 1.7036145 orange 1.4136225 lemon 1.3692881 tennis ball 1.3179526 tray	8.2904568 Granny Smith 1.7036141 orange 1.4136220 lemon 1.3692884 tennis ball 1.3179528 tray
octave-densenet-121-0.125	-	-	0.9995084 Granny Smith 0.0000520 lemon 0.0000359 chime, bell, gong 0.0000283 banana 0.0000264 gong, tam-tam	0.9995084 Granny Smith 0.0000520 lemon 0.0000359 chime, bell, gong 0.0000283 banana 0.0000264 gong, tam-tam
octave-resnet-26-0.25	-	-	0.9997838 Granny Smith 0.0000560 banana 0.0000269 lemon 0.0000162 crate 0.0000125 orange	0.9997838 Granny Smith 0.0000560 banana 0.0000269 lemon 0.0000162 crate 0.0000125 orange
octave-resnet-50-0.125	-	-	0.9987932 Granny Smith 0.0002198 banana 0.0000979 fig 0.0000671 lemon 0.0000446 orange	0.9987932 Granny Smith 0.0002198 banana 0.0000979 fig 0.0000671 lemon 0.0000446 orange
octave-resnet-101-0.125	-	-	0.9998088 Granny Smith 0.0000348 banana 0.0000220 orange 0.0000166 lemon 0.0000066 strainer	0.9998088 Granny Smith 0.0000348 banana 0.0000220 orange 0.0000166 lemon 0.0000066 strainer
octave-resnet-200-0.125	-	-	0.9997168 Granny Smith 0.0000941 banana 0.0000320 lemon 0.0000292 orange 0.0000138 tennis ball	0.9997168 Granny Smith 0.0000941 banana 0.0000320 lemon 0.0000292 orange 0.0000138 tennis ball
octave-resnext-50-0.25	-	-	0.9999181 Granny Smith 0.0000171 banana 0.0000088 lemon 0.0000083 orange 0.0000043 mixing bowl	0.9999181 Granny Smith 0.0000171 banana 0.0000088 lemon 0.0000083 orange 0.0000043 mixing bowl
octave-resnext-101-0.25	-	-	0.9998198 Granny Smith 0.0000291 orange 0.0000121 lemon 0.0000120 banana 0.0000108 crate	0.9998198 Granny Smith 0.0000291 orange 0.0000121 lemon 0.0000120 banana 0.0000108 crate
octave-se-resnet-50-0.125	-	-	0.9986583 Granny Smith 0.0001571 lemon 0.0000922 banana 0.0000831 tennis ball 0.0000627 orange	0.9986583 Granny Smith 0.0001571 lemon 0.0000922 banana 0.0000831 tennis ball 0.0000627 orange
regnetx-3.2gf	-	-	17.9561310 Granny Smith 8.9531708 piggy bank, penny bank 7.8655968 tennis ball 6.9753785 screw 6.9729986 orange	17.9561310 Granny Smith 8.9531708 piggy bank, penny bank 7.8655963 tennis ball 6.9753795 screw 6.9729977 orange
repvgg-a0	-	-	18.5661106 Granny Smith 9.8166237 acorn 9.7410116 teapot 9.5852728 fig 9.4273500 piggy bank, penny bank	18.5661106 Granny Smith 9.8166237 acorn 9.7410135 teapot 9.5852728 fig 9.4273500 piggy bank, penny bank
repvgg-b1	-	-	16.7964287 Granny Smith 7.4920392 candle, taper, wax light 7.3861318 lemon 7.3710637 purse 7.2753763 cup	16.7964249 Granny Smith 7.4920392 candle, taper, wax light 7.3861332 lemon 7.3710628 purse 7.2753773 cup
repvgg-b3	-	-	13.2293644 Granny Smith 3.1549664 lemon 3.0749850 banana 2.7251179 fig 2.6711185 syringe	13.2293615 Granny Smith 3.1549661 lemon 3.0749860 banana 2.7251182 fig 2.6711187 syringe
resnet-34-pytorch	-	-	17.9026833 Granny Smith 9.6216583 banana 9.0624905 lemon 8.7023344 acorn 7.8759065 orange	17.9026833 Granny Smith 9.6216583 banana 9.0624905 lemon 8.7023344 acorn 7.8759065 orange
resnet-50-pytorch	-	-	14.6118231 Granny Smith 8.5581894 fig 7.5287142 acorn 6.9782834 orange 6.8520727 custard apple	14.6118231 Granny Smith 8.5581894 fig 7.5287142 acorn 6.9782834 orange 6.8520727 custard apple
resnet-v1-50	0.1277409 banana 0.1127750 Granny Smith 0.0634985 tennis ball 0.0430244 hook, claw 0.0374065 safety pin	0.1277411 banana 0.1127749 Granny Smith 0.0634985 tennis ball 0.0430244 hook, claw 0.0374065 safety pin	0.1277409 banana 0.1127749 Granny Smith 0.0634985 tennis ball 0.0430244 hook, claw 0.0374065 safety pin	0.1277410 banana 0.1127741 Granny Smith 0.0634984 tennis ball 0.0430243 hook, claw 0.0374066 safety pin
resnet-v1-101	0.9928160 Granny Smith 0.0040912 fig 0.0009257 jackfruit, jak, jack 0.0006793 lemon 0.0003674 banana	0.9928160 Granny Smith 0.0040912 fig 0.0009257 jackfruit, jak, jack 0.0006793 lemon 0.0003674 banana	0.9928156 Granny Smith 0.0040912 fig 0.0009257 jackfruit, jak, jack 0.0006793 lemon 0.0003674 banana	0.9928156 Granny Smith 0.0040912 fig 0.0009257 jackfruit, jak, jack 0.0006793 lemon 0.0003674 banana
resnet-v1-152	0.7078071 Granny Smith 0.1253208 gong, tam-tam 0.0107065 water jug 0.0105488 tennis ball 0.0088276 coffeepot	0.7078074 Granny Smith 0.1253207 gong, tam-tam 0.0107064 water jug 0.0105488 tennis ball 0.0088276 coffeepot	0.7078072 Granny Smith 0.1253208 gong, tam-tam 0.0107065 water jug 0.0105488 tennis ball 0.0088276 coffeepot	0.7078060 Granny Smith 0.1253216 gong, tam-tam 0.0107064 water jug 0.0105488 tennis ball 0.0088276 coffeepot
resnet-18-pytorch	-	-	11.1563597 Granny Smith 7.9655943 piggy bank, penny bank 7.2275891 teapot 7.1502724 lemon 7.0498838 saltshaker, salt shaker	11.1563597 Granny Smith 7.9655943 piggy bank, penny bank 7.2275891 teapot 7.1502724 lemon 7.0498838 saltshaker, salt shaker
resnet-50-pytorch	-	-	8.5036278 Granny Smith 1.7239134 lemon 1.5759209 orange 1.5090365 pomegranate 1.4204142 tennis ball	8.5036278 Granny Smith 1.7239134 lemon 1.5759209 orange 1.5090365 pomegranate 1.4204142 tennis ball
resnet-50-tf	-	-	0.9986790 Granny Smith 0.0001879 banana 0.0001561 acorn 0.0001348 lemon 0.0000943 fig	0.9986790 Granny Smith 0.0001879 banana 0.0001561 acorn 0.0001348 lemon 0.0000943 fig
resnet-50-caffe2	-	-	0.9997731 Granny Smith 0.0000315 fig 0.0000229 piggy bank, penny bank 0.0000163 bell pepper 0.0000142 banana	0.9997731 Granny Smith 0.0000315 fig 0.0000229 piggy bank, penny bank 0.0000163 bell pepper 0.0000142 banana
resnet-50-caffe2	-	-	0.9997731 Granny Smith 0.0000315 fig 0.0000229 piggy bank, penny bank 0.0000163 bell pepper 0.0000142 banana	0.9997731 Granny Smith 0.0000315 fig 0.0000229 piggy bank, penny bank 0.0000163 bell pepper 0.0000142 banana
rexnet-v1-1.0	-	-	11.4494057 Granny Smith 3.6772883 piggy bank, penny bank 3.5388184 lemon 3.2992923 orange 2.9920731 banana	11.4494057 Granny Smith 3.6772883 piggy bank, penny bank 3.5388184 lemon 3.2992923 orange 2.9920731 banana
se-inception	-	-	0.7325318 leafhopper 0.0065269 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0037833 French loaf 0.0036166 hand-held computer, hand-held microcomputer 0.0033620 ringlet, ringlet butterfly	0.7325318 leafhopper 0.0065269 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0037833 French loaf 0.0036166 hand-held computer, hand-held microcomputer 0.0033620 ringlet, ringlet butterfly
se-resnet-50	-	-	0.7362351 leafhopper 0.0048966 damselfly 0.0036124 lemon 0.0030413 lacewing, lacewing fly 0.0024559 French loaf	0.7362351 leafhopper 0.0048966 damselfly 0.0036124 lemon 0.0030413 lacewing, lacewing fly 0.0024559 French loaf
se-resnet-101	-	-	0.8920754 leafhopper 0.0057546 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0030191 lemon 0.0026400 lacewing, lacewing fly 0.0022345 French loaf	0.8920754 leafhopper 0.0057546 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0030191 lemon 0.0026400 lacewing, lacewing fly 0.0022345 French loaf
se-resnet-152	-	-	0.9753318 leafhopper 0.0012468 French loaf 0.0009470 hand-held computer, hand-held microcomputer 0.0003147 lemon 0.0002425 bannister, banister, balustrade, balusters, handrail	0.9753318 leafhopper 0.0012468 French loaf 0.0009470 hand-held computer, hand-held microcomputer 0.0003147 lemon 0.0002425 bannister, banister, balustrade, balusters, handrail
se-resnext-50	-	-	0.9946054 leafhopper 0.0000740 hand-held computer, hand-held microcomputer 0.0000727 cup 0.0000670 hair slide 0.0000608 partridge	0.9946054 leafhopper 0.0000740 hand-held computer, hand-held microcomputer 0.0000727 cup 0.0000670 hair slide 0.0000608 partridge
se-resnext-101	-	-	0.9269249 leafhopper 0.0008046 ringlet, ringlet butterfly 0.0006204 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0005282 lacewing, lacewing fly 0.0003041 admiral	0.9269249 leafhopper 0.0008046 ringlet, ringlet butterfly 0.0006204 dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk 0.0005282 lacewing, lacewing fly 0.0003041 admiral
shufflenet-v2-x0.5	-	-	14.8072624 Granny Smith 13.4187317 bell pepper 12.5896816 lemon 12.3368931 cucumber, cuke 11.8330803 fig	14.8072624 Granny Smith 13.4187317 bell pepper 12.5896816 lemon 12.3368931 cucumber, cuke 11.8330803 fig
shufflenet-v2-x1.0	-	-	13.5337696 Granny Smith 7.2673402 piggy bank, penny bank 6.3470612 teapot 6.0261264 warplane, military plane 5.9806633 safety pin	13.5337696 Granny Smith 7.2673402 piggy bank, penny bank 6.3470612 teapot 6.0261264 warplane, military plane 5.9806633 safety pin
squeezenet1.0	0.9988525 Granny Smith 0.0004736 fig 0.0001965 bell pepper 0.0000892 piggy bank, penny bank 0.0000732 tennis ball	0.9988525 Granny Smith 0.0004736 fig 0.0001965 bell pepper 0.0000892 piggy bank, penny bank 0.0000732 tennis ball	0.9988525 Granny Smith 0.0004736 fig 0.0001965 bell pepper 0.0000892 piggy bank, penny bank 0.0000732 tennis ball	0.9988525 Granny Smith 0.0004736 fig 0.0001965 bell pepper 0.0000892 piggy bank, penny bank 0.0000732 tennis ball
squeezenet1.1	0.9937358 Granny Smith 0.0014752 lemon 0.0013913 fig 0.0008874 tennis ball 0.0006791 piggy bank, penny bank	0.9937358 Granny Smith 0.0014752 lemon 0.0013913 fig 0.0008874 tennis ball 0.0006791 piggy bank, penny bank	0.9937358 Granny Smith 0.0014752 lemon 0.0013913 fig 0.0008874 tennis ball 0.0006791 piggy bank, penny bank	0.9937357 Granny Smith 0.0014752 lemon 0.0013913 fig 0.0008874 tennis ball 0.0006791 piggy bank, penny bank
squeezenet1.1-caffe2	-	-	0.9936372 Granny Smith 0.0014997 lemon 0.0013604 fig 0.0009127 tennis ball 0.0007328 piggy bank, penny bank	0.9936372 Granny Smith 0.0014997 lemon 0.0013604 fig 0.0009127 tennis ball 0.0007328 piggy bank, penny bank
swin-tiny-patch4-window7-224	-	-	9.0507431 Granny Smith 1.8006200 banana 1.5682489 syringe 1.3550017 orange 1.3542258 grocery store, grocery, food market, market 1.3198745 lemon	9.0507431 Granny Smith 1.8006200 banana 1.5682489 syringe 1.3550017 orange 1.3542258 grocery store, grocery, food market, market 1.3198745 lemon
t2t-vit-14	-	-	9.1455564 Granny Smith 1.9544235 tennis ball 1.6415724 lemon 1.5808573 syringe 1.4673673 piggy bank, penny bank 1.3385513 bagel, beigel	9.1455564 Granny Smith 1.9544235 tennis ball 1.6415724 lemon 1.5808573 syringe 1.4673673 piggy bank, penny bank 1.3385513 bagel, beigel
vgg16	0.7317343 Granny Smith 0.0350750 bell pepper 0.0209236 grocery store, grocery, food market, market 0.0137958 saltshaker, salt shaker 0.0127183 fig	0.7317343 Granny Smith 0.0350750 bell pepper 0.0209236 grocery store, grocery, food market, market 0.0137958 saltshaker, salt shaker 0.0127183 fig	0.7317342 Granny Smith 0.0350750 bell pepper 0.0209236 grocery store, grocery, food market, market 0.0137958 saltshaker, salt shaker 0.0127183 fig	0.7317340 Granny Smith 0.0350751 bell pepper 0.0209236 grocery store, grocery, food market, market 0.0137958 saltshaker, salt shaker 0.0127183 fig
vgg19-caffe2	-	-	0.7076496 Granny Smith 0.0804374 acorn 0.0471763 fig 0.0367173 necklace 0.0180223 lemon	0.7076496 Granny Smith 0.0804374 acorn 0.0471763 fig 0.0367173 necklace 0.0180223 lemon
vgg19	0.7072727 Granny Smith 0.0805918 acorn 0.0473263 fig 0.0367725 necklace 0.0180316 lemon	0.7072732 Granny Smith 0.0805917 acorn 0.0473262 fig 0.0367724 necklace 0.0180316 lemon	0.7072731 Granny Smith 0.0805916 acorn 0.0473262 fig 0.0367724 necklace 0.0180316 lemon	0.7072726 Granny Smith 0.0805918 acorn 0.0473263 fig 0.0367725 necklace 0.0180316 lemon

Test image #2

Data source: ImageNet

Image resolution: 500 x 500 

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
alexnet	0.9979284 junco, snowbird 0.0020288 chickadee 0.0000137 jay 0.0000119 brambling, Fringilla montifringilla 0.0000104 bulbul	0.9979284 junco, snowbird 0.0020288 chickadee 0.0000137 jay 0.0000119 brambling, Fringilla montifringilla 0.0000104 bulbul	0.9979280 junco, snowbird 0.0020288 chickadee 0.0000137 jay 0.0000119 brambling, Fringilla montifringilla 0.0000104 bulbul	0.9979280 junco, snowbird 0.0020288 chickadee 0.0000137 jay 0.0000119 brambling, Fringilla montifringilla 0.0000104 bulbul
caffenet	-	-	0.9997593 junco, snowbird 0.0002351 chickadee 0.0000033 brambling, Fringilla montifringilla 0.0000010 bulbul 0.0000007 jay	0.9997593 junco, snowbird 0.0002351 chickadee 0.0000033 brambling, Fringilla montifringilla 0.0000010 bulbul 0.0000007 jay
densenet-121	17.8269768 junco, snowbird 11.4734764 brambling, Fringilla montifringilla 11.3202286 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3598928 chickadee 8.2504864 magpie	17.8269768 junco, snowbird 11.4734764 brambling, Fringilla montifringilla 11.3202286 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3598928 chickadee 8.2504864 magpie	17.8269768 junco, snowbird 11.4734764 brambling, Fringilla montifringilla 11.3202286 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3598928 chickadee 8.2504864 magpie	17.8269730 junco, snowbird 11.4734774 brambling, Fringilla montifringilla 11.3202305 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3598871 chickadee 8.2504835 magpie
densenet-121-tf	-	-	0.9999087 junco, snowbird 0.0000453 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000382 brambling, Fringilla montifringilla 0.0000042 chickadee 0.0000009 magpie	0.9999087 junco, snowbird 0.0000453 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000382 brambling, Fringilla montifringilla 0.0000042 chickadee 0.0000009 magpie
densenet-121-caffe2	-	-	17.8101349 junco, snowbird 11.4563322 brambling, Fringilla montifringilla 11.3156567 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3476629 chickadee 8.2407246 magpie	17.8101349 junco, snowbird 11.4563322 brambling, Fringilla montifringilla 11.3156567 indigo bunting, indigo finch, indigo bird, Passerina cyanea 10.3476629 chickadee 8.2407246 magpie
densenet-161	18.9021969 junco, snowbird 12.8945799 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.7353125 chickadee 9.5253296 brambling, Fringilla montifringilla 8.7536564 goldfinch, Carduelis carduelis	18.9021969 junco, snowbird 12.8945799 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.7353125 chickadee 9.5253296 brambling, Fringilla montifringilla 8.7536564 goldfinch, Carduelis carduelis	18.9021969 junco, snowbird 12.8945799 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.7353125 chickadee 9.5253296 brambling, Fringilla montifringilla 8.7536564 goldfinch, Carduelis carduelis	18.9021969 junco, snowbird 12.8945799 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.7353125 chickadee 9.5253296 brambling, Fringilla montifringilla 8.7536564 goldfinch, Carduelis carduelis
densenet-161-tf	-	-	0.9999852 junco, snowbird 0.0000114 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000026 chickadee 0.0000005 brambling, Fringilla montifringilla 0.0000001 goldfinch, Carduelis carduelis	0.9999852 junco, snowbird 0.0000114 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000026 chickadee 0.0000005 brambling, Fringilla montifringilla 0.0000001 goldfinch, Carduelis carduelis
densenet-169	18.5059853 junco, snowbird 11.6154308 brambling, Fringilla montifringilla 11.0603466 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.9430408 goldfinch, Carduelis carduelis 8.9175730 chickadee	18.5059853 junco, snowbird 11.6154308 brambling, Fringilla montifringilla 11.0603466 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.9430408 goldfinch, Carduelis carduelis 8.9175730 chickadee	18.5059853 junco, snowbird 11.6154308 brambling, Fringilla montifringilla 11.0603466 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.9430408 goldfinch, Carduelis carduelis 8.9175730 chickadee	18.5059853 junco, snowbird 11.6154289 brambling, Fringilla montifringilla 11.0603485 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.9430408 goldfinch, Carduelis carduelis 8.9175758 chickadee
densenet-169-tf	-	-	0.9999551 junco, snowbird 0.0000291 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000119 brambling, Fringilla montifringilla 0.0000017 goldfinch, Carduelis carduelis 0.0000008 chickadee	0.9999551 junco, snowbird 0.0000291 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000119 brambling, Fringilla montifringilla 0.0000017 goldfinch, Carduelis carduelis 0.0000008 chickadee
densenet-201	17.9479027 junco, snowbird 9.7838697 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.6706028 brambling, Fringilla montifringilla 8.9102564 house finch, linnet, Carpodacus mexicanus 8.2559881 chickadee	17.9479065 junco, snowbird 9.7838707 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.6706047 brambling, Fringilla montifringilla 8.9102554 house finch, linnet, Carpodacus mexicanus 8.2559891 chickadee	17.9479027 junco, snowbird 9.7838697 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.6706028 brambling, Fringilla montifringilla 8.9102564 house finch, linnet, Carpodacus mexicanus 8.2559881 chickadee	17.9479065 junco, snowbird 9.7838707 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.6706047 brambling, Fringilla montifringilla 8.9102554 house finch, linnet, Carpodacus mexicanus 8.2559891 chickadee
densenet-201-tf	-	-	0.9990876 junco, snowbird 0.0002953 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002476 brambling, Fringilla montifringilla 0.0001233 house finch, linnet, Carpodacus mexicanus 0.0000623 chickadee	0.9990876 junco, snowbird 0.0002953 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002476 brambling, Fringilla montifringilla 0.0001233 house finch, linnet, Carpodacus mexicanus 0.0000623 chickadee
dla-34	-	-	18.2753410 junco, snowbird 9.4783363 brambling, Fringilla montifringilla 8.8363371 chickadee 7.9899206 indigo bunting, indigo finch, indigo bird, Passerina cyanea 7.9558935 water ouzel, dipper	18.2753410 junco, snowbird 9.4783363 brambling, Fringilla montifringilla 8.8363371 chickadee 7.9899206 indigo bunting, indigo finch, indigo bird, Passerina cyanea 7.9558935 water ouzel, dipper
efficientnet-b0-pytorch	-	-	10.1476469 junco, snowbird 3.6771660 chickadee 2.6902854 water ouzel, dipper 2.3145211 magpie 2.3114707 indigo bunting, indigo finch, indigo bird, Passerina cyanea	10.1476469 junco, snowbird 3.6771660 chickadee 2.6902854 water ouzel, dipper 2.3145211 magpie 2.3114707 indigo bunting, indigo finch, indigo bird, Passerina cyanea
efficientnet-b5-pytorch	-	-	8.4623203 junco, snowbird 3.4612336 brambling, Fringilla montifringilla 2.5436187 water ouzel, dipper 2.5078721 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.7481347 chickadee	8.4623203 junco, snowbird 3.4612336 brambling, Fringilla montifringilla 2.5436187 water ouzel, dipper 2.5078721 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.7481347 chickadee
efficientnet-v2-s	-	-	9.3140507 junco, snowbird 2.2458251 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.9766803 hamster 1.7983795 oystercatcher, oyster catcher	9.3140507 junco, snowbird 2.2458251 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.9766803 hamster 1.7983795 oystercatcher, oyster catcher
googlenet-v1	0.9999955 junco, snowbird 0.0000043 chickadee 0.0000003 brambling, Fringilla montifringilla 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000000 water ouzel, dipper	0.9999955 junco, snowbird 0.0000043 chickadee 0.0000003 brambling, Fringilla montifringilla 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000000 water ouzel, dipper	0.9999954 junco, snowbird 0.0000043 chickadee 0.0000003 brambling, Fringilla montifringilla 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000000 water ouzel, dipper	0.9999954 junco, snowbird 0.0000043 chickadee 0.0000003 brambling, Fringilla montifringilla 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000000 water ouzel, dipper
googlenet-v1-tf	-	-	0.8905121 junco, snowbird 0.0376493 brambling, Fringilla montifringilla 0.0115120 chickadee 0.0029901 goldfinch, Carduelis carduelis 0.0027506 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.8905121 junco, snowbird 0.0376493 brambling, Fringilla montifringilla 0.0115120 chickadee 0.0029901 goldfinch, Carduelis carduelis 0.0027506 indigo bunting, indigo finch, indigo bird, Passerina cyanea
googlenet-v2	0.9986873 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004460 title n02641379 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0002120 barracouta, snoek 0.0001153 title n02730930 apron 0.0000563 basketball	0.9986873 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004460 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0002120 barracouta, snoek 0.0001153 apron 0.0000563 basketball	0.9986847 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004460 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0002120 barracouta, snoek 0.0001153 apron 0.0000563 basketball	0.9986847 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004460 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0002120 barracouta, snoek 0.0001153 apron 0.0000563 basketball
googlenet-v2-tf	-	-	0.9513915 junco, snowbird 0.0017740 chickadee 0.0015845 brambling, Fringilla montifringilla 0.0009359 loupe, jeweler's loupe 0.0007033 American coot, marsh hen, mud hen, water hen, Fulica americana	0.9513915 junco, snowbird 0.0017740 chickadee 0.0015845 brambling, Fringilla montifringilla 0.0009359 loupe, jeweler's loupe 0.0007033 American coot, marsh hen, mud hen, water hen, Fulica americana
googlenet-v3	0.9241990 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0005938 cliff dwelling 0.0005932 bustard 0.0005757 jack-o'-lantern 0.0005057 kite	0.9241990 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0005938 cliff dwelling 0.0005932 junco, snowbird8 0.0005757 jack-o'-lantern 0.0005057 kite	0.9241987 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0005938 cliff dwelling 0.0005932 bustard 0.0005757 jack-o'-lantern 0.0005057 kite	0.9241988 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0005938 cliff dwelling 0.0005932 bustard 0.0005757 jack-o'-lantern 0.0005057 kite
googlenet-v3-pytorch	-	-	9.4771719 junco, snowbird 2.3352063 cleaver, meat cleaver, chopper 2.2170811 iron, smoothing iron 2.1353395 American coot, marsh hen, mud hen, water hen, Fulica americana 1.9554796 water ouzel, dipper	9.4771719 junco, snowbird 2.3352063 cleaver, meat cleaver, chopper 2.2170811 iron, smoothing iron 2.1353395 American coot, marsh hen, mud hen, water hen, Fulica americana 1.9554796 water ouzel, dipper
googlenet-v4	0.9338058 junco, snowbird 0.0005343 hamster 0.0005193 chickadee 0.0004287 brambling, Fringilla montifringilla 0.0003747 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus	0.9338058 junco, snowbird 0.0005343 hamster 0.0005193 chickadee 0.0004287 brambling, Fringilla montifringilla 0.0003747 brambling, Fringilla montifringilla5	0.9338045 junco, snowbird 0.0005343 hamster 0.0005193 chickadee 0.0004287 brambling, Fringilla montifringilla 0.0003747 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus	0.9338045 junco, snowbird 0.0005343 hamster 0.0005193 chickadee 0.0004287 brambling, Fringilla montifringilla 0.0003747 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus
googlenet-v4-tf	-	-	0.9426626 junco, snowbird 0.0005340 chickadee 0.0004552 hamster 0.0004131 brambling, Fringilla montifringilla 0.0003347 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9426626 junco, snowbird 0.0005340 chickadee 0.0004552 hamster 0.0004131 brambling, Fringilla montifringilla 0.0003347 indigo bunting, indigo finch, indigo bird, Passerina cyanea
hbonet-0.25	-	-	20.5088100 junco, snowbird 17.8573532 chickadee 16.4232159 brambling, Fringilla montifringilla 13.0919476 jay 12.8791962 goldfinch, Carduelis carduelis	20.5088100 junco, snowbird 17.8573532 chickadee 16.4232159 brambling, Fringilla montifringilla 13.0919476 jay 12.8791962 goldfinch, Carduelis carduelis
hbonet-0.5	-	-	29.6243801 junco, snowbird 22.2857265 chickadee 18.8768196 brambling, Fringilla montifringilla 16.1981068 indigo bunting, indigo finch, indigo bird, Passerina cyanea 15.5612345 jay	29.6243801 junco, snowbird 22.2857304 chickadee 18.8768215 brambling, Fringilla montifringilla 16.1981049 indigo bunting, indigo finch, indigo bird, Passerina cyanea 15.5612373 jay
hbonet-1.0	-	-	25.9305305 junco, snowbird 18.4999180 chickadee 16.3906898 brambling, Fringilla montifringilla 14.7982817 goldfinch, Carduelis carduelis 13.1259861 indigo bunting, indigo finch, indigo bird, Passerina cyanea	25.9305325 junco, snowbird 18.4999180 chickadee 16.3906898 brambling, Fringilla montifringilla 14.7982826 goldfinch, Carduelis carduelis 13.1259871 indigo bunting, indigo finch, indigo bird, Passerina cyanea
inception-resnet-v2-tf	-	-	10.2546673 junco, snowbird 5.3206644 brambling, Fringilla montifringilla 3.7312546 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.8738835 hamster 2.7935846 chickadee	10.2546673 junco, snowbird 5.3206644 brambling, Fringilla montifringilla 3.7312546 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.8738835 hamster 2.7935846 chickadee
inception-resnet-v2	0.9995078 junco, snowbird 0.0000257 brambling, Fringilla montifringilla 0.0000219 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000217 chickadee 0.0000119 water ouzel, dipper	0.9995078 junco, snowbird 0.0000257 brambling, Fringilla montifringilla 0.0000219 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000217 chickadee 0.0000119 water ouzel, dipper	0.9995075 junco, snowbird 0.0000257 brambling, Fringilla montifringilla 0.0000219 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000217 chickadee 0.0000119 water ouzel, dipper	0.9995075 junco, snowbird 0.0000257 brambling, Fringilla montifringilla 0.0000219 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000217 chickadee 0.0000119 water ouzel, dipper
mixnet-l	-	-	9.3572559 junco, snowbird 3.3805594 brambling, Fringilla montifringilla 2.2898817 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.0944993 water ouzel, dipper 2.0528457 American coot, marsh hen, mud hen, water hen, Fulica americana	9.3572559 junco, snowbird 3.3805594 brambling, Fringilla montifringilla 2.2898817 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.0944993 water ouzel, dipper 2.0528457 American coot, marsh hen, mud hen, water hen, Fulica americana
mobilenet-v1-0.50-224	-	-	0.9531036 junco, snowbird 0.0448372 chickadee 0.0009637 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0007092 jay 0.0002787 brambling, Fringilla montifringilla	0.9531036 junco, snowbird 0.0448372 chickadee 0.0009637 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0007092 jay 0.0002787 brambling, Fringilla montifringilla
mobilenet-v1-0.50-160	-	-	0.8880324 junco, snowbird 0.0335562 chickadee 0.0318311 coucal 0.0251927 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0153771 brambling, Fringilla montifringilla	0.8880324 junco, snowbird 0.0335562 chickadee 0.0318311 coucal 0.0251927 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0153771 brambling, Fringilla montifringilla
mobilenet-v1-0.25-128	-	-	0.9801749 junco, snowbird 0.0190141 chickadee 0.0003644 brambling, Fringilla montifringilla 0.0002570 jay 0.0000603 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9801749 junco, snowbird 0.0190141 chickadee 0.0003644 brambling, Fringilla montifringilla 0.0002570 jay 0.0000603 indigo bunting, indigo finch, indigo bird, Passerina cyanea
mobilenet-v1-1.0-224	-	-	0.9988418 junco, snowbird 0.0007267 chickadee 0.0002552 brambling, Fringilla montifringilla 0.0000451 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000312 bulbul	0.9988418 junco, snowbird 0.0007267 chickadee 0.0002552 brambling, Fringilla montifringilla 0.0000451 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000312 bulbul
mobilenet-v1-1.0-224-tf	-	-	0.9979226 junco, snowbird 0.0014879 chickadee 0.0005082 brambling, Fringilla montifringilla 0.0000585 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000071 jay	0.9979226 junco, snowbird 0.0014879 chickadee 0.0005082 brambling, Fringilla montifringilla 0.0000585 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000071 jay
mobilenet-v2	-	-	0.9998599 junco, snowbird 0.0000698 brambling, Fringilla montifringilla 0.0000668 chickadee 0.0000014 water ouzel, dipper 0.0000011 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9998599 junco, snowbird 0.0000698 brambling, Fringilla montifringilla 0.0000668 chickadee 0.0000014 water ouzel, dipper 0.0000011 indigo bunting, indigo finch, indigo bird, Passerina cyanea
mobilenet-v2-1.4-224	-	-	0.8708093 junco, snowbird 0.0020907 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0017842 water ouzel, dipper 0.0014236 brambling, Fringilla montifringilla 0.0013358 chickadee	0.8708093 junco, snowbird 0.0020907 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0017842 water ouzel, dipper 0.0014236 brambling, Fringilla montifringilla 0.0013358 chickadee
mobilenet-v2-1.0-224	-	-	0.9005620 junco, snowbird 0.0027264 chickadee 0.0021331 water ouzel, dipper 0.0018665 brambling, Fringilla montifringilla 0.0008477 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9005620 junco, snowbird 0.0027264 chickadee 0.0021331 water ouzel, dipper 0.0018665 brambling, Fringilla montifringilla 0.0008477 indigo bunting, indigo finch, indigo bird, Passerina cyanea
mobilenet-v2-pytorch	-	-	24.4762611 junco, snowbird 17.2693577 brambling, Fringilla montifringilla 15.7566624 chickadee 14.8050203 indigo bunting, indigo finch, indigo bird, Passerina cyanea 13.3634481 jay	124.4762611 junco, snowbird 17.2693577 brambling, Fringilla montifringilla 15.7566624 chickadee 14.8050203 indigo bunting, indigo finch, indigo bird, Passerina cyanea 13.3634481 jay
mobilenet-v3-large-1.0-224-tf	-	-	0.8878838 junco, snowbird 0.0007329 American coot, marsh hen, mud hen, water hen, Fulica americana 0.0007141 brambling, Fringilla montifringilla 0.0006302 water ouzel, dipper 0.0005295 wood rabbit, cottontail, cottontail rabbit	0.8878838 junco, snowbird 0.0007329 American coot, marsh hen, mud hen, water hen, Fulica americana 0.0007141 brambling, Fringilla montifringilla 0.0006302 water ouzel, dipper 0.0005295 wood rabbit, cottontail, cottontail rabbit
mobilenet-v3-small-1.0-224-tf	-	-	0.9574909 junco, snowbird 0.0016714 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0016443 chickadee 0.0009580 jay 0.0006632 brambling, Fringilla montifringilla	0.9574909 junco, snowbird 0.0016714 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0016443 chickadee 0.0009580 jay 0.0006632 brambling, Fringilla montifringilla
nfnet-f0	-	-	8.8884611 junco, snowbird 1.9537921 brambling, Fringilla montifringilla 1.6793120 water ouzel, dipper 1.6440623 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.5960773 American coot, marsh hen, mud hen, water hen, Fulica americana	8.8884621 junco, snowbird 1.9537919 brambling, Fringilla montifringilla 1.6793119 water ouzel, dipper 1.6440624 indigo bunting, indigo finch, indigo bird, Passerina cyanea 1.5960770 American coot, marsh hen, mud hen, water hen, Fulica americana
octave-densenet-121-0.125	-	-	0.9990376 junco, snowbird 0.0004191 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003006 brambling, Fringilla montifringilla 0.0000517 chickadee 0.0000381 house finch, linnet, Carpodacus mexicanus	0.9990376 junco, snowbird 0.0004191 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003006 brambling, Fringilla montifringilla 0.0000517 chickadee 0.0000381 house finch, linnet, Carpodacus mexicanus
octave-resnet-26-0.25	-	-	0.9870269 junco, snowbird 0.0043860 chickadee 0.0023245 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0019623 brambling, Fringilla montifringilla 0.0008628 water ouzel, dipper	0.9870269 junco, snowbird 0.0043860 chickadee 0.0023245 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0019623 brambling, Fringilla montifringilla 0.0008628 water ouzel, dipper
octave-resnet-50-0.125	-	-	0.9992077 junco, snowbird 0.0001750 chickadee 0.0001212 brambling, Fringilla montifringilla 0.0000617 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000477 water ouzel, dipper	0.9992077 junco, snowbird 0.0001750 chickadee 0.0001212 brambling, Fringilla montifringilla 0.0000617 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000477 water ouzel, dipper
octave-resnet-101-0.125	-	-	0.9984739 junco, snowbird 0.0002324 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001517 stingray 0.0000917 brambling, Fringilla montifringilla 0.0000887 chickadee	0.9984739 junco, snowbird 0.0002324 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001517 stingray 0.0000917 brambling, Fringilla montifringilla 0.0000887 chickadee
octave-resnet-200-0.125	-	-	0.9989060 junco, snowbird 0.0001503 chickadee 0.0001235 water ouzel, dipper 0.0001158 brambling, Fringilla montifringilla 0.0000482 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9989060 junco, snowbird 0.0001503 chickadee 0.0001235 water ouzel, dipper 0.0001158 brambling, Fringilla montifringilla 0.0000482 indigo bunting, indigo finch, indigo bird, Passerina cyanea
octave-resnext-50-0.25	-	-	0.9998038 junco, snowbird 0.0000257 water ouzel, dipper 0.0000235 chickadee 0.0000088 brambling, Fringilla montifringilla 0.0000084 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9998038 junco, snowbird 0.0000257 water ouzel, dipper 0.0000235 chickadee 0.0000088 brambling, Fringilla montifringilla 0.0000084 indigo bunting, indigo finch, indigo bird, Passerina cyanea
octave-resnext-101-0.25	-	-	0.9993037 junco, snowbird 0.0001226 chickadee 0.0000465 water ouzel, dipper 0.0000303 brambling, Fringilla montifringilla 0.0000250 American coot, marsh hen, mud hen, water hen, Fulica americana	0.9993037 junco, snowbird 0.0001226 chickadee 0.0000465 water ouzel, dipper 0.0000303 brambling, Fringilla montifringilla 0.0000250 American coot, marsh hen, mud hen, water hen, Fulica americana
octave-se-resnet-50-0.125	-	-	0.9998600 junco, snowbird 0.0000210 American coot, marsh hen, mud hen, water hen, Fulica americana 0.0000168 chickadee 0.0000152 water ouzel, dipper 0.0000130 brambling, Fringilla montifringilla	0.9998600 junco, snowbird 0.0000210 American coot, marsh hen, mud hen, water hen, Fulica americana 0.0000168 chickadee 0.0000152 water ouzel, dipper 0.0000130 brambling, Fringilla montifringilla
regnetx-3.2gf	-	-	15.8536377 junco, snowbird 7.8363996 chickadee 7.1086516 goldfinch, Carduelis carduelis 7.0338235 brambling, Fringilla montifringilla 6.8863444 water ouzel, dipper	15.8536377 junco, snowbird 7.8363996 chickadee 7.1086516 goldfinch, Carduelis carduelis 7.0338225 brambling, Fringilla montifringilla 6.8863449 water ouzel, dipper
repvgg-a0	-	-	26.3615990 junco, snowbird 19.2394276 chickadee 17.6558838 brambling, Fringilla montifringilla 14.7114887 goldfinch, Carduelis carduelis 14.4735651 indigo bunting, indigo finch, indigo bird, Passerina cyanea	26.3615990 junco, snowbird 19.2394276 chickadee 17.6558857 brambling, Fringilla montifringilla 14.7114887 goldfinch, Carduelis carduelis 14.4735651 indigo bunting, indigo finch, indigo bird, Passerina cyanea
repvgg-b1	-	-	19.3077412 junco, snowbird 11.3808165 brambling, Fringilla montifringilla 10.3980274 chickadee 9.7500544 water ouzel, dipper 9.3564234 goldfinch, Carduelis carduelis	19.3077450 junco, snowbird 11.3808174 brambling, Fringilla montifringilla 10.3980274 chickadee 9.7500525 water ouzel, dipper 9.3564234 goldfinch, Carduelis carduelis
repvgg-b3	-	-	14.0971823 junco, snowbird 3.1309500 water ouzel, dipper 2.6912327 chickadee 2.2140567 oystercatcher, oyster catcher 1.9939202 quail	14.0971823 junco, snowbird 3.1309488 water ouzel, dipper 2.6912310 chickadee 2.2140563 oystercatcher, oyster catcher 1.9939198 quail
resnet-34-pytorch	-	-	18.9669666 junco, snowbird 12.0508604 chickadee 10.7637863 brambling, Fringilla montifringilla 10.6569023 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.0180721 goldfinch, Carduelis carduelis	18.9669666 junco, snowbird 12.0508604 chickadee 10.7637863 brambling, Fringilla montifringilla 10.6569023 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.0180721 goldfinch, Carduelis carduelis
resnet-50-pytorch	-	-	8.7988720 junco, snowbird 2.3853679 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.0435791 water ouzel, dipper 1.8438132 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus 1.5064411 wombat	8.7988720 junco, snowbird 2.3853679 indigo bunting, indigo finch, indigo bird, Passerina cyanea 2.0435791 water ouzel, dipper 1.8438132 koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus 1.5064411 wombat
resnet-v1-50	0.9975350 junco, snowbird 0.0012899 chickadee 0.0007322 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003813 brambling, Fringilla montifringilla 0.0000160 bulbul	0.9975350 junco, snowbird 0.0012899 chickadee 0.0007322 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003813 brambling, Fringilla montifringilla 0.0000160 bulbul	0.9975340 junco, snowbird 0.0012899 chickadee 0.0007322 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003813 brambling, Fringilla montifringilla 0.0000160 bulbul	0.9975340 junco, snowbird 0.0012899 chickadee 0.0007322 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0003813 brambling, Fringilla montifringilla 0.0000160 bulbul
resnet-v1-101	0.9994699 junco, snowbird 0.0001720 brambling, Fringilla montifringilla 0.0001495 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001213 chickadee 0.0000216 water ouzel, dipper	0.9994699 junco, snowbird 0.0001720 brambling, Fringilla montifringilla 0.0001495 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001213 chickadee 0.0000216 water ouzel, dipper	0.9994646 junco, snowbird 0.0001720 brambling, Fringilla montifringilla 0.0001495 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001213 chickadee 0.0000216 water ouzel, dipper	0.9994646 junco, snowbird 0.0001720 brambling, Fringilla montifringilla 0.0001495 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0001213 chickadee 0.0000216 water ouzel, dipper
resnet-v1-152	0.9961464 junco, snowbird 0.0013669 chickadee 0.0008338 brambling, Fringilla montifringilla 0.0005274 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002985 water ouzel, dipper	0.9961464 junco, snowbird 0.0013669 chickadee 0.0008338 brambling, Fringilla montifringilla 0.0005274 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002985 water ouzel, dipper	0.9961376 junco, snowbird 0.0013669 chickadee 0.0008338 brambling, Fringilla montifringilla 0.0005274 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002985 water ouzel, dipper	0.9961376 junco, snowbird 0.0013669 chickadee 0.0008338 brambling, Fringilla montifringilla 0.0005274 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0002985 water ouzel, dipper
resnet-50-tf	-	-	0.9999458 junco, snowbird 0.0000307 chickadee 0.0000170 brambling, Fringilla montifringilla 0.0000028 goldfinch, Carduelis carduelis 0.0000013 water ouzel, dipper	0.9999458 junco, snowbird 0.0000307 chickadee 0.0000170 brambling, Fringilla montifringilla 0.0000028 goldfinch, Carduelis carduelis 0.0000013 water ouzel, dipper
resnet-18-pytorch	-	-	26.9606190 junco, snowbird 18.8664570 chickadee 17.9463902 brambling, Fringilla montifringilla 14.6226025 house finch, linnet, Carpodacus mexicanus 14.5083055 indigo bunting, indigo finch, indigo bird, Passerina cyanea	26.9606190 junco, snowbird 18.8664570 chickadee 17.9463902 brambling, Fringilla montifringilla 14.6226025 house finch, linnet, Carpodacus mexicanus 14.5083055 indigo bunting, indigo finch, indigo bird, Passerina cyanea
resnet-50-pytorch	-	-	18.4067059 junco, snowbird 10.4681416 chickadee 9.9149208 goldfinch, Carduelis carduelis 9.8933001 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.5323343 brambling, Fringilla montifringilla	18.4067059 junco, snowbird 10.4681416 chickadee 9.9149208 goldfinch, Carduelis carduelis 9.8933001 indigo bunting, indigo finch, indigo bird, Passerina cyanea 9.5323343 brambling, Fringilla montifringilla
resnet-50-caffe2	-	-	0.9979601 junco, snowbird 0.0007472 chickadee 0.0006533 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0004094 brambling, Fringilla montifringilla 0.0000683 goldfinch, Carduelis carduelis	0.9979601 junco, snowbird 0.0007472 chickadee 0.0006533 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0004094 brambling, Fringilla montifringilla 0.0000683 goldfinch, Carduelis carduelis
rexnet-v1-x1.0	-	-	9.5072041 junco, snowbird 3.3486471 brambling, Fringilla montifringilla 2.9762688 water ouzel, dipper 2.9368262 chickadee 2.8976872 indigo bunting, indigo finch, indigo bird, Passerina cyanea	9.5072041 junco, snowbird 3.3486471 brambling, Fringilla montifringilla 2.9762688 water ouzel, dipper 2.9368262 chickadee 2.8976872 indigo bunting, indigo finch, indigo bird, Passerina cyanea
se-inception	-	-	0.8893582 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0011496 bell cote, bell cot 0.0007226 sturgeon 0.0007176 file, file cabinet, filing cabinet 0.0007079 barracouta, snoek	0.8893582 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0011496 bell cote, bell cot 0.0007226 sturgeon 0.0007176 file, file cabinet, filing cabinet 0.0007079 barracouta, snoek
se-resnet-50	-	-	0.9356345 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004958 hip, rose hip, rosehip 0.0004906 barracouta, snoek 0.0004670 basketball 0.0002704 Labrador retriever	0.9356345 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0004958 hip, rose hip, rosehip 0.0004906 barracouta, snoek 0.0004670 basketball 0.0002704 Labrador retriever
se-resnet-101	-	-	0.8954772 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0007209 purse 0.0005219 flatworm, platyhelminth 0.0005196 basketball 0.0005054 sarong	0.8954772 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0007209 purse 0.0005219 flatworm, platyhelminth 0.0005196 basketball 0.0005054 sarong
se-resnet-152	-	-	0.8786952 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0009026 barracouta, snoek 0.0008578 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0006575 rock beauty, Holocanthus tricolor 0.0006063 sarong	0.8786952 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0009026 barracouta, snoek 0.0008578 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0006575 rock beauty, Holocanthus tricolor 0.0006063 sarong
se-resnext-50	-	-	0.9980450 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0000507 basketball 0.0000314 buckeye, horse chestnut, conker 0.0000309 bell pepper 0.0000228 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon	0.9980450 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0000507 basketball 0.0000314 buckeye, horse chestnut, conker 0.0000309 bell pepper 0.0000228 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon
se-resnext-101	-	-	0.9044468 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0005567 basketball 0.0004812 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon 0.0004283 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0004192 Yorkshire terrier	0.9044468 giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca 0.0005567 basketball 0.0004812 beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon 0.0004283 gar, garfish, garpike, billfish, Lepisosteus osseus 0.0004192 Yorkshire terrier
shufflenet-v2-x0.5	-	-	27.7634544 junco, snowbird 20.2297573 chickadee 19.7337132 jay 18.1307297 brambling, Fringilla montifringilla 16.9049988 indigo bunting, indigo finch, indigo bird, Passerina cyanea	27.7634544 junco, snowbird 20.2297573 chickadee 19.7337132 jay 18.1307297 brambling, Fringilla montifringilla 16.9049988 indigo bunting, indigo finch, indigo bird, Passerina cyanea
shufflenet-v2-x1.0	-	-	25.2157516 junco, snowbird 10.2119217 American coot, marsh hen, mud hen, water hen, Fulica americana 10.1851768 damselfly 10.1463709 chickadee 9.6026382 indigo bunting, indigo finch, indigo bird, Passerina cyanea	25.2157516 junco, snowbird 10.2119217 American coot, marsh hen, mud hen, water hen, Fulica americana 10.1851768 damselfly 10.1463709 chickadee 9.6026382 indigo bunting, indigo finch, indigo bird, Passerina cyanea
squeezenet1.0	0.9931428 junco, snowbird 0.0064122 chickadee 0.0003084 brambling, Fringilla montifringilla 0.0000394 bulbul 0.0000340 magpie	0.9931428 junco, snowbird 0.0064122 chickadee 0.0003084 brambling, Fringilla montifringilla 0.0000394 bulbul 0.0000340 magpie	0.9931428 junco, snowbird 0.0064122 chickadee 0.0003084 brambling, Fringilla montifringilla 0.0000394 bulbul 0.0000340 magpie	0.9931427 junco, snowbird 0.0064122 chickadee 0.0003084 brambling, Fringilla montifringilla 0.0000394 bulbul 0.0000340 magpie
squeezenet1.1	0.9949969 junco, snowbird 0.0048572 chickadee 0.0000578 jay 0.0000297 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000271 brambling, Fringilla montifringilla	0.9949969 junco, snowbird 0.0048572 chickadee 0.0000578 jay 0.0000297 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000271 brambling, Fringilla montifringilla	0.9949969 junco, snowbird 0.0048572 chickadee 0.0000578 jay 0.0000297 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000271 brambling, Fringilla montifringilla	0.9949970 junco, snowbird 0.0048571 chickadee 0.0000578 jay 0.0000297 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000271 brambling, Fringilla montifringilla
squeezenet1.1-caffe2	-	-	0.9936494 junco, snowbird 0.0061753 chickadee 0.0000763 jay 0.0000375 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000267 brambling, Fringilla montifringilla	0.9936494 junco, snowbird 0.0061753 chickadee 0.0000763 jay 0.0000375 indigo bunting, indigo finch, indigo bird, Passerina cyanea 0.0000267 brambling, Fringilla montifringilla
swin-tiny-patch4-window7-224	-	-	9.1615314 junco, snowbird 2.8266382 chickadee 2.6874266 brambling, Fringilla montifringilla 2.5049944 water ouzel, dipper 2.2946510 indigo bunting	9.1615314 junco, snowbird 2.8266382 chickadee 2.6874266 brambling, Fringilla montifringilla 2.5049944 water ouzel, dipper 2.2946510 indigo bunting
t2t-vit-14	-	-	9.0317554 junco, snowbird 1.9845192 brambling, Fringilla montifringilla 1.8275678 oystercatcher, oyster catcher 1.7650950 American coot, marsh hen, mud hen, water hen, Fulica americana	9.0317554 junco, snowbird 1.9845192 brambling, Fringilla montifringilla 1.8275678 oystercatcher, oyster catcher 1.7650950 American coot, marsh hen, mud hen, water hen, Fulica americana
vgg16	0.9999772 junco, snowbird 0.0000132 brambling, Fringilla montifringilla 0.0000089 chickadee 0.0000006 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999772 junco, snowbird 0.0000132 brambling, Fringilla montifringilla 0.0000089 chickadee 0.0000006 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999772 junco, snowbird 0.0000132 brambling, Fringilla montifringilla 0.0000089 chickadee 0.0000006 water ouzel, dipper 0.0000000 indigo bunting, indigo, indigo bird, Passerina cyanea	0.9999772 junco, snowbird 0.0000132 brambling, Fringilla montifringilla 0.0000089 chickadee 0.0000006 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea
vgg19-caffe2	-	-	0.9999392 junco, snowbird 0.0000582 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999392 junco, snowbird 0.0000582 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea
vgg19	0.9999394 junco, snowbird 0.0000580 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999394 junco, snowbird 0.0000580 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999394 junco, snowbird 0.0000580 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea	0.9999394 junco, snowbird 0.0000580 brambling, Fringilla montifringilla 0.0000023 chickadee 0.0000002 water ouzel, dipper 0.0000000 indigo bunting, indigo finch, indigo bird, Passerina cyanea

Test image #3

Data source: ImageNet

Image resolution: 333 x 500 

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
alexnet	0.9991664 lifeboat 0.0003741 container ship, containership, container vessel 0.0001206 pirate, pirate ship 0.0000820 drilling platform, offshore rig 0.0000784 wreck	0.9991664 lifeboat 0.0003741 container ship, containership, container vessel 0.0001206 pirate, pirate ship 0.0000820 drilling platform, offshore rig 0.0000784 wreck	0.9991654 lifeboat 0.0003741 container ship, containership, container vessel 0.0001206 pirate, pirate ship 0.0000820 drilling platform, offshore rig 0.0000784 wreck	0.9991654 lifeboat 0.0003741 container ship, containership, container vessel 0.0001206 pirate, pirate ship 0.0000820 drilling platform, offshore rig 0.0000784 wreck
caffenet	-	-	0.9839840 lifeboat 0.0109296 container ship, containership, container vessel 0.0018576 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0007185 wreck 0.0007133 pirate, pirate ship	0.9839840 lifeboat 0.0109296 container ship, containership, container vessel 0.0018576 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0007185 wreck 0.0007133 pirate, pirate ship
densenet-121	13.9662323 lifeboat 7.8177419 drilling platform, offshore rig 7.7323365 liner, ocean liner 7.5702801 wreck 7.5621624 pirate, pirate ship	13.9662323 lifeboat 7.8177419 drilling platform, offshore rig 7.7323365 liner, ocean liner 7.5702801 wreck 7.5621624 pirate, pirate ship	13.9662323 lifeboat 7.8177419 drilling platform, offshore rig 7.7323365 liner, ocean liner 7.5702801 wreck 7.5621624 pirate, pirate ship	13.9662342 lifeboat 7.8177428 drilling platform, offshore rig 7.7323399 liner, ocean liner 7.5702839 wreck 7.5621653 pirate, pirate ship
densenet-121-caffe2	-	-	13.9694653 lifeboat 7.8196640 drilling platform, offshore rig 7.7403646 liner, ocean liner 7.5737677 wreck 7.5640950 pirate, pirate ship	13.9694653 lifeboat 7.8196640 drilling platform, offshore rig 7.7403646 liner, ocean liner 7.5737677 wreck 7.5640950 pirate, pirate ship
densenet-121-tf	-	-	0.9997229 lifeboat 0.0000948 container ship, containership, container vessel 0.0000550 drilling platform, offshore rig 0.0000301 liner, ocean liner 0.0000284 pirate, pirate ship	0.9997229 lifeboat 0.0000948 container ship, containership, container vessel 0.0000550 drilling platform, offshore rig 0.0000301 liner, ocean liner 0.0000284 pirate, pirate ship
densenet-161	15.5664644 lifeboat 7.2549500 liner, ocean liner 6.7164907 fireboat 6.2500725 breakwater, groin, groyne, mole, bulwark, seawall, jetty 6.2465825 dock, dockage, docking facility	15.5664644 lifeboat 7.2549500 liner, ocean liner 6.7164907 fireboat 6.2500725 breakwater, groin, groyne, mole, bulwark, seawall, jetty 6.2465825 dock, dockage, docking facility	15.5664644 lifeboat 7.2549500 liner, ocean liner 6.7164907 fireboat 6.2500725 breakwater, groin, groyne, mole, bulwark, seawall, jetty 6.2465825 dock, dockage, docking facility	15.5664644 lifeboat 7.2549510 liner, ocean liner 6.7164927 fireboat 6.2500734 breakwater, groin, groyne, mole, bulwark, seawall, jetty 6.2465792 dock, dockage, docking facility
densenet-161-tf	-	-	0.9999855 lifeboat 0.0000066 liner, ocean liner 0.0000014 stretcher 0.0000011 fireboat 0.0000011 ambulance	0.9999855 lifeboat 0.0000066 liner, ocean liner 0.0000014 stretcher 0.0000011 fireboat 0.0000011 ambulance
densenet-169	15.3814850 lifeboat 10.0849438 drilling platform, offshore rig 9.4490118 container ship, containership, container vessel 9.1608114 pirate, pirate ship 8.3062391 beacon, lighthouse, beacon light, pharos	15.3814850 lifeboat 10.0849438 drilling platform, offshore rig 9.4490118 container ship, containership, container vessel 9.1608114 pirate, pirate ship 8.3062391 beacon, lighthouse, beacon light, pharos	15.3814850 lifeboat 10.0849438 drilling platform, offshore rig 9.4490118 container ship, containership, container vessel 9.1608114 pirate, pirate ship 8.3062391 beacon, lighthouse, beacon light, pharos	15.3814812 lifeboat 10.0849428 drilling platform, offshore rig 9.4490099 container ship, containership, container vessel 9.1608076 pirate, pirate ship 8.3062334 beacon, lighthouse, beacon light, pharos
densenet-169-tf	-	-	0.9953577 lifeboat 0.0016744 beacon, lighthouse, beacon light, pharos 0.0011535 container ship, containership, container vessel 0.0008674 drilling platform, offshore rig 0.0001324 dock, dockage, docking facility	0.9953577 lifeboat 0.0016744 beacon, lighthouse, beacon light, pharos 0.0011535 container ship, containership, container vessel 0.0008674 drilling platform, offshore rig 0.0001324 dock, dockage, docking facility
densenet-201	16.1351147 lifeboat 8.5620890 fireboat 8.3413439 drilling platform, offshore rig 8.1058626 liner, ocean liner 7.8472042 container ship, containership, container vessel	16.1351070 lifeboat 8.5620880 fireboat 8.3413410 drilling platform, offshore rig 8.1058598 liner, ocean liner 7.8472009 container ship, containership, container vessel	16.1351147 lifeboat 8.5620890 fireboat 8.3413439 drilling platform, offshore rig 8.1058626 liner, ocean liner 7.8472042 container ship, containership, container vessel	16.1351070 lifeboat 8.5620880 fireboat 8.3413410 drilling platform, offshore rig 8.1058598 liner, ocean liner 7.8472009 container ship, containership, container vessel
densenet-201-tf	-	-	0.9975083 lifeboat 0.0004834 fireboat 0.0003941 drilling platform, offshore rig 0.0003320 liner, ocean liner 0.0002611 container ship, containership, container vessel	0.9975083 lifeboat 0.0004834 fireboat 0.0003941 drilling platform, offshore rig 0.0003320 liner, ocean liner 0.0002611 container ship, containership, container vessel
dla-34	-	-	12.3063545 lifeboat 8.2191248 pirate, pirate ship 8.1342831 liner, ocean liner 7.8728166 wreck 7.7409639 container ship, containership, container vessel	12.3063545 lifeboat 8.2191248 pirate, pirate ship 8.1342831 liner, ocean liner 7.8728166 wreck 7.7409639 container ship, containership, container vessel
efficientnet-b0-pytorch	-	-	9.2542114 lifeboat 3.7016888 drilling platform, offshore rig 2.7736561 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.6344781 submarine, pigboat, sub, U-boat 2.6151254 liner, ocean liner	9.2542114 lifeboat 3.7016888 drilling platform, offshore rig 2.7736561 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.6344781 submarine, pigboat, sub, U-boat 2.6151254 liner, ocean liner
efficientnet-b5-pytorch	-	-	8.9733467 lifeboat 2.9514761 beacon, lighthouse, beacon light, pharos 2.7094901 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.1320240 liner, ocean liner 2.1210849 fireboat	8.9733467 lifeboat 2.9514761 beacon, lighthouse, beacon light, pharos 2.7094901 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.1320240 liner, ocean liner 2.1210849 fireboat
efficientnet-v2-b0	-	-	9.3472319 lifeboat 4.5113230 fireboat 3.5942099 drilling platform, offshore rig 3.0452096 liner, ocean liner 2.9931757 submarine, pigboat, sub, U-boat	9.3472319 lifeboat 4.5113230 fireboat 3.5942099 drilling platform, offshore rig 3.0452096 liner, ocean liner 2.9931757 submarine, pigboat, sub, U-boat
efficientnet-v2-s	-	-	8.7878838 lifeboat 4.2255149 beacon, lighthouse, beacon light, pharos 2.8448095 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.3274195 drilling platform, offshore rig 2.1449645 container ship, containership, container	8.7878838 lifeboat 4.2255149 beacon, lighthouse, beacon light, pharos 2.8448095 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.3274195 drilling platform, offshore rig 2.1449645 container ship, containership, container
googlenet-v1	0.8990629 lifeboat 0.0275983 drilling platform, offshore rig 0.0209237 beacon, lighthouse, beacon light, pharos 0.0196472 container ship, containership, container vessel 0.0062734 liner, ocean liner	0.8990631 lifeboat 0.0275983 drilling platform, offshore rig 0.0209237 beacon, lighthouse, beacon light, pharos 0.0196472 container ship, containership, container vessel 0.0062734 liner, ocean liner	0.8990629 lifeboat 0.0275983 drilling platform, offshore rig 0.0209237 beacon, lighthouse, beacon light, pharos 0.0196472 container ship, containership, container vessel 0.0062734 liner, ocean liner	0.8990629 lifeboat 0.0275983 drilling platform, offshore rig 0.0209237 beacon, lighthouse, beacon light, pharos 0.0196472 container ship, containership, container vessel 0.0062734 liner, ocean liner
googlenet-v1-tf	-	-	0.5706096 lifeboat 0.0325632 fireboat 0.0318643 drilling platform, offshore rig 0.0204104 container ship, containership, container vessel 0.0166424 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.5706096 lifeboat 0.0325632 fireboat 0.0318643 drilling platform, offshore rig 0.0204104 container ship, containership, container vessel 0.0166424 breakwater, groin, groyne, mole, bulwark, seawall, jetty
googlenet-v2	0.9919646 miniature pinscher 0.0011945 pier 0.0007551 submarine, pigboat, sub, U-boat 0.0005916 Saint Bernard, St Bernard 0.0005792 Rottweiler	0.9919646 miniature pinscher 0.0011945 pier 0.0007551 submarine, pigboat, sub, U-boat 0.0005916 Saint Bernard, St Bernard 0.0005792 Rottweiler	0.9919641 miniature pinscher 0.0011945 pier 0.0007550 submarine, pigboat, sub, U-boat 0.0005916 Saint Bernard, St Bernard 0.0005792 Rottweiler	0.9919641 miniature pinscher 0.0011945 pier 0.0007550 submarine, pigboat, sub, U-boat 0.0005916 Saint Bernard, St Bernard 0.0005792 Rottweiler
googlenet-v2-tf	-	-	0.6411989 lifeboat 0.0454055 fireboat 0.0321753 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0219396 beacon, lighthouse, beacon light, pharos 0.0132107 dock, dockage, docking facility	0.6411989 lifeboat 0.0454055 fireboat 0.0321753 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0219396 beacon, lighthouse, beacon light, pharos 0.0132107 dock, dockage, docking facility
googlenet-v3	0.9595632 lighter, light, igniter, ignitor 0.0016150 bakery, bakeshop, bakehouse 0.0007223 beaker 0.0005667 breastplate, aegis, egis 0.0003984 fire engine, fire truck	0.9595632 lighter, light, igniter, ignitor 0.0016150 bakery, bakeshop, bakehouse 0.0007223 beaker 0.0005667 breastplate, aegis, egis 0.0003984 fire engine, fire truck	0.9595628 lighter, light, igniter, ignitor 0.0016150 bakery, bakeshop, bakehouse 0.0007223 beaker 0.0005667 breastplate, aegis, egis 0.0003984 fire engine, fire truck	0.9595628 lighter, light, igniter, ignitor 0.0016150 bakery, bakeshop, bakehouse 0.0007223 beaker 0.0005667 breastplate, aegis, egis 0.0003984 fire engine, fire truck
googlenet-v3-pytorch	-	-	10.0639114 lifeboat 3.8664410 backpack, back pack, knapsack, packsack, rucksack, haversack 2.6585104 beacon, lighthouse, beacon light, pharos 2.5443556 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.2744753 fireboat	10.0639114 lifeboat 3.8664410 backpack, back pack, knapsack, packsack, rucksack, haversack 2.6585104 beacon, lighthouse, beacon light, pharos 2.5443556 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.2744753 fireboat
googlenet-v4	0.9513760 lifeboat 0.0005698 fireboat 0.0004419 submarine, pigboat, sub, U-boat 0.0004226 ambulance 0.0004161 drilling platform, offshore rig	0.9513760 lifeboat 0.0005698 fireboat 0.0004419 submarine, pigboat, sub, U-boat 0.0004226 ambulance 0.0004161 drilling platform, offshore rig	0.9513766 lifeboat 0.0005698 fireboat 0.0004419 submarine, pigboat, sub, U-boat 0.0004226 ambulance 0.0004161 drilling platform, offshore rig	0.9513763 lifeboat 0.0005698 fireboat 0.0004419 submarine, pigboat, sub, U-boat 0.0004226 ambulance 0.0004161 drilling platform, offshore rig
googlenet-v4-tf	-	-	0.9516075 lifeboat 0.0006138 fireboat 0.0005795 submarine, pigboat, sub, U-boat 0.0003894 ambulance 0.0003887 drilling platform, offshore rig	0.9516075 lifeboat 0.0006138 fireboat 0.0005795 submarine, pigboat, sub, U-boat 0.0003894 ambulance 0.0003887 drilling platform, offshore rig
hbonet-0.25	-	-	14.6844530 liner, ocean liner 14.2568932 lifeboat 13.5083389 pirate, pirate ship 13.3783092 drilling platform, offshore rig 13.0703135 wreck	14.6844530 liner, ocean liner 14.2568932 lifeboat 13.5083389 pirate, pirate ship 13.3783092 drilling platform, offshore rig 13.0703135 wreck
hbonet-0.5	-	-	13.9522305 lifeboat 11.4360027 drilling platform, offshore rig 11.2459946 container ship, containership, container vessel 11.0853214 pirate, pirate ship 10.7393703 wreck	13.9522305 lifeboat 11.4360027 drilling platform, offshore rig 11.2459946 container ship, containership, container vessel 11.0853214 pirate, pirate ship 10.7393703 wreck 10.4596386 beacon, lighthouse, beacon light, pharos
hbonet-1.0	-	-	14.2455597 lifeboat 10.1138754 beacon, lighthouse, beacon light, pharos 10.0616064 pirate, pirate ship 9.7654905 drilling platform, offshore rig 9.4924784 container ship, containership, container vessel	14.2455606 lifeboat 10.1138744 beacon, lighthouse, beacon light, pharos 10.0616064 pirate, pirate ship 9.7654905 drilling platform, offshore rig 9.4924793 container ship, containership, container vessel
inception-resnet-v2-tf	-	-	8.9238806 lifeboat 5.3607121 fireboat 4.2531099 beacon, lighthouse, beacon light, pharos 3.9253387 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.2657926 ambulance	8.9238806 lifeboat 5.3607121 fireboat 4.2531099 beacon, lighthouse, beacon light, pharos 3.9253387 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.2657926 ambulance
inception-resnet-v2	0.9981450 lifeboat 0.0006250 beacon, lighthouse, beacon light, pharos 0.0001983 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0001903 drilling platform, offshore rig 0.0001606 fireboat	0.9981450 lifeboat 0.0006250 beacon, lighthouse, beacon light, pharos 0.0001983 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0001903 drilling platform, offshore rig 0.0001606 fireboat	0.9981461 lifeboat 0.0006250 beacon, lighthouse, beacon light, pharos 0.0001983 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0001903 drilling platform, offshore rig 0.0001606 fireboat	0.9981461 lifeboat 0.0006250 beacon, lighthouse, beacon light, pharos 0.0001983 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0001903 drilling platform, offshore rig 0.0001606 fireboat
mixnet-l	-	-	9.2386684 lifeboat 2.3493083 red fox, Vulpes vulpes 2.2269557 drilling platform, offshore rig 1.8156273 marmoset 1.6310525 pirate, pirate ship	9.2386684 lifeboat 2.3493083 red fox, Vulpes vulpes 2.2269557 drilling platform, offshore rig 1.8156273 marmoset 1.6310525 pirate, pirate ship
mobilenet-v1-0.25-128	-	-	0.8000437 lifeboat 0.0681745 container ship, containership, container vessel 0.0423642 pirate, pirate ship 0.0320394 liner, ocean liner 0.0205678 fireboat	0.8000437 lifeboat 0.0681745 container ship, containership, container vessel 0.0423642 pirate, pirate ship 0.0320394 liner, ocean liner 0.0205678 fireboat
mobilenet-v1-1.0-224-tf	-	-	0.9885072 lifeboat 0.0053199 fireboat 0.0021362 liner, ocean liner 0.0006076 pirate, pirate ship 0.0005722 submarine, pigboat, sub, U-boat	0.9885072 lifeboat 0.0053199 fireboat 0.0021362 liner, ocean liner 0.0006076 pirate, pirate ship 0.0005722 submarine, pigboat, sub, U-boat
mobilenet-v1-0.50-224	-	-	0.9207528 lifeboat 0.0332536 container ship, containership, container vessel 0.0132192 liner, ocean liner 0.0109554 pirate, pirate ship 0.0074297 fireboat	0.9207528 lifeboat 0.0332536 container ship, containership, container vessel 0.0132192 liner, ocean liner 0.0109554 pirate, pirate ship 0.0074297 fireboat
mobilenet-v1-0.50-160	-	-	0.9510298 lifeboat 0.0139963 container ship, containership, container vessel 0.0101495 drilling platform, offshore rig 0.0084767 pirate, pirate ship 0.0035462 liner, ocean liner	0.9510298 lifeboat 0.0139963 container ship, containership, container vessel 0.0101495 drilling platform, offshore rig 0.0084767 pirate, pirate ship 0.0035462 liner, ocean liner
mobilenet-v1-1.0-224	-	-	0.8883278 lifeboat 0.0358164 pirate, pirate ship 0.0247643 container ship, containership, container vessel 0.0106019 drilling platform, offshore rig 0.0084066 liner, ocean liner	0.8883278 lifeboat 0.0358164 pirate, pirate ship 0.0247643 container ship, containership, container vessel 0.0106019 drilling platform, offshore rig 0.0084066 liner, ocean liner
mobilenet-v2	-	-	0.9638824 lifeboat 0.0142666 pirate, pirate ship 0.0047917 submarine, pigboat, sub, U-boat 0.0040148 container ship, containership, container vessel 0.0019008 space shuttle	0.9638824 lifeboat 0.0142666 pirate, pirate ship 0.0047917 submarine, pigboat, sub, U-boat 0.0040148 container ship, containership, container vessel 0.0019008 space shuttle
mobilenet-v2-1.4-224	-	-	0.8931452 lifeboat 0.0078881 container ship, containership, container vessel 0.0038566 liner, ocean liner 0.0020695 dock, dockage, docking facility 0.0017923 pirate, pirate ship	0.8931452 lifeboat 0.0078881 container ship, containership, container vessel 0.0038566 liner, ocean liner 0.0020695 dock, dockage, docking facility 0.0017923 pirate, pirate ship
mobilenet-v2-1.0-224	-	-	0.2958112 lifeboat 0.1187274 wreck 0.0404658 beacon, lighthouse, beacon light, pharos 0.0361662 liner, ocean liner 0.0325511 pirate, pirate ship	0.2958112 lifeboat 0.1187274 wreck 0.0404658 beacon, lighthouse, beacon light, pharos 0.0361662 liner, ocean liner 0.0325511 pirate, pirate ship
mobilenet-v2-pytorch	-	-	12.1402197 lifeboat 9.1929836 liner, ocean liner 8.8613186 dock, dockage, docking facility 8.1034260 pirate, pirate ship 7.8462739 container ship, containership, container vessel	12.1402197 lifeboat 9.1929836 liner, ocean liner 8.8613186 dock, dockage, docking facility 8.1034260 pirate, pirate ship 7.8462739 container ship, containership, container vessel
mobilenet-v3-large-1.0-224-tf	-	-	0.8509533 lifeboat 0.0020929 drilling platform, offshore rig 0.0014489 fireboat 0.0013909 freight car 0.0013567 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum	0.8509533 lifeboat 0.0020929 drilling platform, offshore rig 0.0014489 fireboat 0.0013909 freight car 0.0013567 yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum
mobilenet-v3-small-1.0-224-tf	-	-	0.7360849 lifeboat 0.0156675 liner, ocean liner 0.0123008 pirate, pirate ship 0.0066379 fireboat 0.0059411 beacon, lighthouse, beacon light, pharos	0.7360849 lifeboat 0.0156675 liner, ocean liner 0.0123008 pirate, pirate ship 0.0066379 fireboat 0.0059411 beacon, lighthouse, beacon light, pharos
nfnet-f0	-	-	9.3943815 lifeboat 3.9287913 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.4282060 beacon, lighthouse, beacon light, pharos 2.3570783 submarine, pigboat, sub, U-boat 2.3469160 speedboat	9.3943796 lifeboat 3.9287913 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.4282060 beacon, lighthouse, beacon light, pharos 2.3570781 submarine, pigboat, sub, U-boat 2.3469162 speedboat
octave-densenet-121-0.125	-	-	0.9545669 lifeboat 0.0113774 drilling platform, offshore rig 0.0054029 pirate, pirate ship 0.0053649 fireboat 0.0029413 submarine, pigboat, sub, U-boat	0.9545669 lifeboat 0.0113774 drilling platform, offshore rig 0.0054029 pirate, pirate ship 0.0053649 fireboat 0.0029413 submarine, pigboat, sub, U-boat
octave-resnet-26-0.25	-	-	0.9636158 lifeboat 0.0068367 pirate, pirate ship 0.0032900 fireboat 0.0030672 drilling platform, offshore rig 0.0026319 dock, dockage, docking facility	0.9636158 lifeboat 0.0068367 pirate, pirate ship 0.0032900 fireboat 0.0030672 drilling platform, offshore rig 0.0026319 dock, dockage, docking facility
octave-resnet-50-0.125	-	-	0.9486050 lifeboat 0.0069884 drilling platform, offshore rig 0.0045387 submarine, pigboat, sub, U-boat 0.0042334 beacon, lighthouse, beacon light, pharos 0.0032207 fireboat	0.9486050 lifeboat 0.0069884 drilling platform, offshore rig 0.0045387 submarine, pigboat, sub, U-boat 0.0042334 beacon, lighthouse, beacon light, pharos 0.0032207 fireboat
octave-resnet-101-0.125	-	-	0.9119062 lifeboat 0.0460690 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0070753 beacon, lighthouse, beacon light, pharos 0.0052224 dock, dockage, docking facility 0.0043461 container ship, containership, container vessel	0.9119062 lifeboat 0.0460690 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0070753 beacon, lighthouse, beacon light, pharos 0.0052224 dock, dockage, docking facility 0.0043461 container ship, containership, container vessel
octave-resnet-200-0.125	-	-	0.8956272 lifeboat 0.0493709 drilling platform, offshore rig 0.0047381 pirate, pirate ship 0.0046724 container ship, containership, container vessel 0.0043291 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.8956272 lifeboat 0.0493709 drilling platform, offshore rig 0.0047381 pirate, pirate ship 0.0046724 container ship, containership, container vessel 0.0043291 breakwater, groin, groyne, mole, bulwark, seawall, jetty
octave-resnext-50-0.25	-	-	0.8762087 lifeboat 0.0160635 beacon, lighthouse, beacon light, pharos 0.0149170 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0149014 drilling platform, offshore rig 0.0061156 submarine, pigboat, sub, U-boat	0.8762087 lifeboat 0.0160635 beacon, lighthouse, beacon light, pharos 0.0149170 breakwater, groin, groyne, mole, bulwark, seawall, jetty 0.0149014 drilling platform, offshore rig 0.0061156 submarine, pigboat, sub, U-boat
octave-resnext-101-0.25	-	-	0.9993466 lifeboat 0.0001624 drilling platform, offshore rig 0.0000493 speedboat 0.0000416 fireboat 0.0000302 breakwater, groin, groyne, mole, bulwark, seawall, jetty	0.9993466 lifeboat 0.0001624 drilling platform, offshore rig 0.0000493 speedboat 0.0000416 fireboat 0.0000302 breakwater, groin, groyne, mole, bulwark, seawall, jetty
octave-se-resnet-50-0.125	-	-	0.9959252 lifeboat 0.0019638 drilling platform, offshore rig 0.0005667 pirate, pirate ship 0.0002329 fireboat 0.0002115 container ship, containership, container vessel	0.9959252 lifeboat 0.0019638 drilling platform, offshore rig 0.0005667 pirate, pirate ship 0.0002329 fireboat 0.0002115 container ship, containership, container vessel
regnetx-3.2gf	-	-	12.8932257 lifeboat 7.4015594 liner, ocean liner 7.2869177 pirate, pirate ship 7.0655055 wreck 6.2971873 drilling platform, offshore rig 5.9656281 dock, dockage, docking facility	12.8932247 lifeboat 7.4015598 liner, ocean liner 7.2869191 pirate, pirate ship 7.0655046 wreck 6.2971864 drilling platform, offshore rig
repvgg-a0	-	-	17.1645527 lifeboat 14.7260294 container ship, containership, container vessel 13.8417206 drilling platform, offshore rig 13.1186981 liner, ocean liner 12.8922091 dock, dockage, docking facility	17.1645508 lifeboat 14.7260294 container ship, containership, container vessel 13.8417215 drilling platform, offshore rig 13.1186991 liner, ocean liner 12.8922091 dock, dockage, docking facility
repvgg-b1	-	-	15.2668934 lifeboat 7.8373547 drilling platform, offshore rig 7.8056035 liner, ocean liner 7.7971888 pirate, pirate ship 7.6713920 container ship, containership, container vessel	15.2668915 lifeboat 7.8373537 drilling platform, offshore rig 7.8056045 liner, ocean liner 7.7971888 pirate, pirate ship 7.6713920 container ship, containership, container vessel
repvgg-b3	-	-	11.1052351 lifeboat 4.6516218 beacon, lighthouse, beacon light, pharos 4.1327028 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.4998024 liner, ocean liner 2.3353906 fireboat	11.1052341 lifeboat 4.6516223 beacon, lighthouse, beacon light, pharos 4.1327014 breakwater, groin, groyne, mole, bulwark, seawall, jetty 2.4998021 liner, ocean liner 2.3353906 fireboat
resnet-v1-50	0.8872182 lifeboat 0.0398498 liner, ocean liner 0.0237536 container ship, containership, container vessel 0.0125247 dock, dockage, docking facility 0.0107783 drilling platform, offshore rig	0.8872181 lifeboat 0.0398499 liner, ocean liner 0.0237536 container ship, containership, container vessel 0.0125247 dock, dockage, docking facility 0.0107783 drilling platform, offshore rig	0.8872179 lifeboat 0.0398498 liner, ocean liner 0.0237536 container ship, containership, container vessel 0.0125247 dock, dockage, docking facility 0.0107783 drilling platform, offshore rig	0.8872181 lifeboat 0.0398498 liner, ocean liner 0.0237534 container ship, containership, container vessel 0.0125247 dock, dockage, docking facility 0.0107783 drilling platform, offshore rig
resnet-v1-101	0.6138132 lifeboat 0.1049522 drilling platform, offshore rig 0.0466762 liner, ocean liner 0.0327782 dock, dockage, docking facility 0.0284107 aircraft carrier, carrier, flattop, attack aircraft carrier	0.6138127 lifeboat 0.1049523 drilling platform, offshore rig 0.0466763 liner, ocean liner 0.0327782 dock, dockage, docking facility 0.0284106 aircraft carrier, carrier, flattop, attack aircraft carrier	0.6138138 lifeboat 0.1049523 drilling platform, offshore rig 0.0466763 liner, ocean liner 0.0327782 dock, dockage, docking facility 0.0284107 aircraft carrier, carrier, flattop, attack aircraft carrier	0.6138141 lifeboat 0.1049523 drilling platform, offshore rig 0.0466761 liner, ocean liner 0.0327781 dock, dockage, docking facility 0.0284106 aircraft carrier, carrier, flattop, attack aircraft carrier
resnet-v1-152	0.9505479 lifeboat 0.0083380 drilling platform, offshore rig 0.0072418 aircraft carrier, carrier, flattop, attack aircraft carrier 0.0049709 container ship, containership, container vessel 0.0041877 liner, ocean liner	0.9505479 lifeboat 0.0083380 drilling platform, offshore rig 0.0072418 aircraft carrier, carrier, flattop, attack aircraft carrier 0.0049709 container ship, containership, container vessel 0.0041877 liner, ocean liner	0.9505481 lifeboat 0.0083380 drilling platform, offshore rig 0.0072418 aircraft carrier, carrier, flattop, attack aircraft carrier 0.0049709 container ship, containership, container vessel 0.0041877 liner, ocean liner	0.9505481 lifeboat 0.0083380 drilling platform, offshore rig 0.0072418 aircraft carrier, carrier, flattop, attack aircraft carrier 0.0049709 container ship, containership, container vessel 0.0041877 liner, ocean liner
resnet-50-tf	-	-	0.9849118 lifeboat 0.0031136 drilling platform, offshore rig 0.0026399 pirate, pirate ship 0.0016441 submarine, pigboat, sub, U-boat 0.0013418 liner, ocean liner	0.9849118 lifeboat 0.0031136 drilling platform, offshore rig 0.0026399 pirate, pirate ship 0.0016441 submarine, pigboat, sub, U-boat 0.0013418 liner, ocean liner
resnet-18-pytorch	-	-	12.5820255 lifeboat 8.4857988 submarine, pigboat, sub, U-boat 8.3734007 drilling platform, offshore rig 8.3499556 pirate, pirate ship 8.1648674 liner, ocean liner	12.5820255 lifeboat 8.4857988 submarine, pigboat, sub, U-boat 8.3734007 drilling platform, offshore rig 8.3499556 pirate, pirate ship 8.1648674 liner, ocean liner
resnet-50-pytorch	-	-	15.0844460 lifeboat 9.2421970 container ship, containership, container vessel 9.0593367 drilling platform, offshore rig 8.6655445 liner, ocean liner 8.5165682 pirate, pirate ship	15.0844460 lifeboat 9.2421970 container ship, containership, container vessel 9.0593367 drilling platform, offshore rig 8.6655445 liner, ocean liner 8.5165682 pirate, pirate ship
resnet-50-caffe2	-	-	0.9745282 lifeboat 0.0084851 drilling platform, offshore rig 0.0048212 container ship, containership, container vessel 0.0033455 liner, ocean liner 0.0024074 wreck	0.9745282 lifeboat 0.0084851 drilling platform, offshore rig 0.0048212 container ship, containership, container vessel 0.0033455 liner, ocean liner 0.0024074 wreck
resnet-34-pytorch	-	-	15.2665386 lifeboat 8.6636257 pirate, pirate ship 7.4200172 container ship, containership, container vessel 7.2694774 fireboat 7.2361374 breakwater, groin, groyne, mole, bulwark, seawall, jetty	15.2665386 lifeboat 8.6636257 pirate, pirate ship 7.4200172 container ship, containership, container vessel 7.2694774 fireboat 7.2361374 breakwater, groin, groyne, mole, bulwark, seawall, jetty
resnet-50-pytorch	-	-	9.0618372 lifeboat 2.9507570 drilling platform, offshore rig 2.5070374 container ship, containership, container vessel 2.3743711 pirate, pirate ship 2.0219855 breakwater, groin, groyne, mole, bulwark, seawall, jetty	9.0618372 lifeboat 2.9507570 drilling platform, offshore rig 2.5070374 container ship, containership, container vessel 2.3743711 pirate, pirate ship 2.0219855 breakwater, groin, groyne, mole, bulwark, seawall, jetty
rexnet-v1-x1.0	-	-	8.8482122 lifeboat 4.5400019 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.5019155 pirate, pirate ship 3.4322646 beacon, lighthouse, beacon light, pharos 2.9096487 drilling platform, offshore rig	8.8482122 lifeboat 4.5400019 breakwater, groin, groyne, mole, bulwark, seawall, jetty 3.5019155 pirate, pirate ship 3.4322646 beacon, lighthouse, beacon light, pharos 2.9096487 drilling platform, offshore rig
se-inception	-	-	0.7523978 miniature pinscher 0.0948917 Tibetan mastiff 0.0089837 Saint Bernard, St Bernard 0.0043663 axolotl, mud puppy, Ambystoma mexicanum 0.0035432 pick, plectrum, plectron	0.7523978 miniature pinscher 0.0948917 Tibetan mastiff 0.0089837 Saint Bernard, St Bernard 0.0043663 axolotl, mud puppy, Ambystoma mexicanum 0.0035432 pick, plectrum, plectron
se-resnet-50	-	-	0.9203509 miniature pinscher 0.0061232 Polaroid camera, Polaroid Land camera 0.0030807 Tibetan mastiff 0.0027831 pier 0.0024065 bull mastiff	0.9203509 miniature pinscher 0.0061232 Polaroid camera, Polaroid Land camera 0.0030807 Tibetan mastiff 0.0027831 pier 0.0024065 bull mastiff
se-resnet-101	-	-	0.9360378 miniature pinscher 0.0007210 Cardigan, Cardigan Welsh corgi 0.0006788 hog, pig, grunter, squealer, Sus scrofa 0.0005284 submarine, pigboat, sub, U-boat 0.0004462 Tibetan mastiff	0.9360378 miniature pinscher 0.0007210 Cardigan, Cardigan Welsh corgi 0.0006788 hog, pig, grunter, squealer, Sus scrofa 0.0005284 submarine, pigboat, sub, U-boat 0.0004462 Tibetan mastiff
se-resnet-152	-	-	0.9468850 miniature pinscher 0.0012246 wine bottle 0.0009628 Polaroid camera, Polaroid Land camera 0.0007208 marimba, xylophone 0.0005199 submarine, pigboat, sub, U-boat	0.9468850 miniature pinscher 0.0012246 wine bottle 0.0009628 Polaroid camera, Polaroid Land camera 0.0007208 marimba, xylophone 0.0005199 submarine, pigboat, sub, U-boat
se-resnext-50	-	-	0.9979483 miniature pinscher 0.0000302 parachute, chute 0.0000281 Cardigan, Cardigan Welsh corgi 0.0000280 black widow, Latrodectus mactans 0.0000222 hognose snake, puff adder, sand viper	0.9979483 miniature pinscher 0.0000302 parachute, chute 0.0000281 Cardigan, Cardigan Welsh corgi 0.0000280 black widow, Latrodectus mactans 0.0000222 hognose snake, puff adder, sand viper
se-resnext-101	-	-	0.8982230 miniature pinscher 0.0006859 Tibetan mastiff 0.0005912 Cardigan, Cardigan Welsh corgi 0.0004639 eel 0.0004079 parachute, chute	0.8982230 miniature pinscher 0.0006859 Tibetan mastiff 0.0005912 Cardigan, Cardigan Welsh corgi 0.0004639 eel 0.0004079 parachute, chute
shufflenet-v2-x0.5	-	-	16.4951305 lifeboat 13.4137926 drilling platform, offshore rig 12.9157162 pirate, pirate ship 11.6706381 fireboat 11.2358427 aircraft carrier, carrier, flattop, attack aircraft carrier	16.4951305 lifeboat 13.4137926 drilling platform, offshore rig 12.9157162 pirate, pirate ship 11.6706381 fireboat 11.2358427 aircraft carrier, carrier, flattop, attack aircraft carrier
shufflenet-v2-x1.0	-	-	12.9555473 lifeboat 8.1005535 meerkat, mierkat 7.9074144 drilling platform, offshore rig 7.6318192 lacewing, lacewing fly 6.9140682 box turtle, box tortoise	12.9555473 lifeboat 8.1005535 meerkat, mierkat 7.9074144 drilling platform, offshore rig 7.6318192 lacewing, lacewing fly 6.9140682 box turtle, box tortoise
squeezenet1.0	0.9870804 lifeboat 0.0061878 container ship, containership, container vessel 0.0025447 fireboat 0.0024638 liner, ocean liner 0.0004083 beacon, lighthouse, beacon light, pharos	0.9870804 lifeboat 0.0061878 container ship, containership, container vessel 0.0025447 fireboat 0.0024638 liner, ocean liner 0.0004083 beacon, lighthouse, beacon light, pharos	0.9870804 lifeboat 0.0061878 container ship, containership, container vessel 0.0025447 fireboat 0.0024638 liner, ocean liner 0.0004083 beacon, lighthouse, beacon light, pharos	0.9870804 lifeboat 0.0061878 container ship, containership, container vessel 0.0025447 fireboat 0.0024638 liner, ocean liner 0.0004083 beacon, lighthouse, beacon light, pharos
squeezenet1.1	0.9570305 lifeboat 0.0211557 container ship, containership, container vessel 0.0102893 drilling platform, offshore rig 0.0034316 pirate, pirate ship 0.0029377 dock, dockage, docking facility	0.9570305 lifeboat 0.0211557 container ship, containership, container vessel 0.0102893 drilling platform, offshore rig 0.0034316 pirate, pirate ship 0.0029377 dock, dockage, docking facility	0.9570305 lifeboat 0.0211557 container ship, containership, container vessel 0.0102893 drilling platform, offshore rig 0.0034316 pirate, pirate ship 0.0029377 dock, dockage, docking facility	0.9570300 lifeboat 0.0211559 container ship, containership, container vessel 0.0102894 drilling platform, offshore rig 0.0034316 pirate, pirate ship 0.0029378 dock, dockage, docking facility
squeezenet1.1-caffe2	-	-	0.9580537 lifeboat 0.0206635 container ship, containership, container vessel 0.0100353 drilling platform, offshore rig 0.0032692 pirate, pirate ship 0.0029469 dock, dockage, docking facility	0.9580537 lifeboat 0.0206635 container ship, containership, container vessel 0.0100353 drilling platform, offshore rig 0.0032692 pirate, pirate ship 0.0029469 dock, dockage, docking facility
swin-tiny-patch4-window7-224	-	-	9.2339363 lifeboat 2.8860450 drilling platform, offshore rig 2.2906373 beacon, lighthouse, beacon light, pharos 2.2357602 pirate, pirate ship 2.1368425 submarine, pigboat, sub, U-boat	9.2339363 lifeboat 2.8860450 drilling platform, offshore rig 2.2906373 beacon, lighthouse, beacon light, pharos 2.2357602 pirate, pirate ship 2.1368425 submarine, pigboat, sub, U-boat
vgg16	0.9821943 lifeboat 0.0082832 container ship, containership, container vessel 0.0014539 drilling platform, offshore rig 0.0014494 pirate, pirate ship 0.0009578 liner, ocean liner	0.9821942 lifeboat 0.0082832 container ship, containership, container vessel 0.0014539 drilling platform, offshore rig 0.0014494 pirate, pirate ship 0.0009578 liner, ocean liner	0.9821915 lifeboat 0.0082832 container ship, containership, container vessel 0.0014539 drilling platform, offshore rig 0.0014494 pirate, pirate ship 0.0009578 liner, ocean liner	0.9821915 lifeboat 0.0082832 container ship, containership, container vessel 0.0014539 drilling platform, offshore rig 0.0014494 pirate, pirate ship 0.0009578 liner, ocean liner
vgg19	0.9965242 lifeboat 0.0008823 container ship, containership, container vessel 0.0004778 drilling platform, offshore rig 0.0003970 dock, dockage, docking facility 0.0003622 fireboat	0.9965242 lifeboat 0.0008823 container ship, containership, container vessel 0.0004778 drilling platform, offshore rig 0.0003970 dock, dockage, docking facility 0.0003622 fireboat	0.9965212 lifeboat 0.0008823 container ship, containership, container vessel 0.0004778 drilling platform, offshore rig 0.0003970 dock, dockage, docking facility 0.0003622 fireboat	0.9965214 lifeboat 0.0008823 container ship, containership, container vessel 0.0004778 drilling platform, offshore rig 0.0003970 dock, dockage, docking facility 0.0003622 fireboat
vgg19-caffe2	-	-	0.9965143 lifeboat 0.0008843 container ship, containership, container vessel 0.0004789 drilling platform, offshore rig 0.0003978 dock, dockage, docking facility 0.0003630 fireboat	0.9965143 lifeboat 0.0008843 container ship, containership, container vessel 0.0004789 drilling platform, offshore rig 0.0003978 dock, dockage, docking facility 0.0003630 fireboat

Image classification (non-standard models)

Data source: MRL Eye Dataset

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
open-closed-eye-0001		Only batch = 1 works correctly	0.9999934 closed 0.0000066 open	0.9999934 closed 0.0000066 open
open-closed-eye-0001		Only batch = 1 works correctly	0.9999905 open 0.0000094 closed	0.9999905 open 0.0000094 closed
open-closed-eye-0001		Only batch = 1 works correctly	1.0000000 open 0.0000000 closed	1.0000000 open 0.0000000 closed

Object detection

Test image #1

Data source: ImageNet

Image resolution: 709 x 510 

Bounding boxes (upper left and bottom right corners):
(55,155), (236,375)
(190,190), (380,400)
(374,209), (588,422)
(289,111), (440,255)
(435,160), (615,310)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
ssd_mobilenet_v2_coco	-	-	Bounding box: (76,168), (231,344)	Bounding boxes: (75,165), (232,344), (380,315), (610,410)
mobilenet-ssd	-	-	Bounding box: (380,315), (630,415)	Bounding box: (377,314), (632,415)
ssd300	-	-	Bounding box: (380,165), (595,425)	Bounding box: (380,165), (595,425)
ssd512	-	-	Bounding box: (377,163), (595,425)	Bounding box: (380,165), (595,425)
ssd_mobilenet_v1_fpn_coco	-	-	Bounding boxes: (295, 131), (439, 291), (375, 217), (582, 425), (436, 153), (611, 301)	Bounding boxes: (295, 131), (439, 291), (375, 217), (582, 425), (436, 153), (611, 301)
ssdlite_mobilenet_v2	-	-	-	-

Test image #2

Data source: ImageNet

Image resolution: 500 x 500 

Bounding box (upper left and bottom right corners):
(117,86), (365,465)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
ssd_mobilenet_v2_coco	-	-	Bounding box: (90,100), (356,448)	Bounding box: (90,100), (350,450)
mobilenet-ssd	-	-	Bounding box: (92,95), (361,483)	Bounding box: (94,94), (361,480)
ssd300	-	-	Bounding box: (68,100), (336,452)	Bounding box: (66,98), (340,455)
ssd512	-	-	Bounding box: (75,100), (355,445)	Bounding box: (75,100), (355,445)
ssd_mobilenet_v1_fpn_coco	-	-	Bounding box: (89, 98), (345, 440)	Bounding box: (89, 98), (345, 440)
ssdlite_mobilenet_v2	-	-	Bounding box: (47, 59), (206, 272)	Bounding box: (47, 59), (206, 272)

Test image #3

Data source: ImageNet

Image resolution: 333 x 500 

Bounding box (upper left anf bottom right corners):
(82,262), (269,376)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
ssd_mobilenet_v2_coco	-	-	Bounding box: (81,244), (267,376)	Bounding box: (80,244), (267,376)
mobilenet-ssd	-	-	Bounding box: (80,140), (270,375)	Bounding box: (80,140), (270,375)
ssd300	-	-	Bounding box: (80,155), (270,375)	Bounding box: (80,157), (274,375)
ssd512	-	-	Bounding box: (75,170), (172,370)	Bounding box: (73,170), (173,371)
ssd_mobilenet_v1_fpn_coco	-	-	Bounding box: (90, 135), (260, 375)	Bounding box: (90, 135), (260, 375)
ssdlite_mobilenet_v2	-	-	Bounding boxes: (74, 155), (242, 226), (75, 102), (242, 225)	Bounding boxes: (74, 155), (242, 226), (75, 102), (242, 225)

Test image #4

Data source: MS COCO

Image resolution: 640 x 480

Input tensor: 600; 1024; 1

Bounding box (upper left anf bottom right corners):
TV (110, 41), (397, 304)
MOUSE (508, 337), (559, 374)
KEYBOARD (241, 342), (496, 461)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
faster_rcnn_inception_resnet_v2_atrous_coco	-	-	Bounding box: TV (110, 41), (397, 304) MOUSE (508, 337), (559, 374) KEYBOARD (241, 342), (496, 461)	Bounding box: TV (110, 41), (397, 304) MOUSE (508, 337), (559, 374) KEYBOARD (241, 342), (496, 461)
faster_rcnn_inception_v2_coco	-	-	Bounding box: DINING TABLE (8, 201), (640, 480) TV (106, 31), (397, 284) MOUSE (509, 336), (560, 377) KEYBOARD (231, 339), (495, 462)	Bounding box: DINING TABLE (8, 201), (640, 480) TV (106, 31), (397, 284) MOUSE (509, 336), (560, 377) KEYBOARD (231, 339), (495, 462)
faster_rcnn_resnet50_coco	-	-	Bounding box: TV (104, 34), (400, 282) MOUSE (510, 336), (563, 373) KEYBOARD (239, 339), (496, 463)	Bounding box: TV (104, 34), (400, 282) MOUSE (510, 336), (563, 373) KEYBOARD (239, 339), (496, 463)
faster_rcnn_resnet101_coco	-	-	Bounding box: TV (105, 37), (400, 305) MOUSE (505, 337), (559, 375) KEYBOARD (231, 341), (499, 466)	Bounding box: TV (105, 37), (400, 305) MOUSE (505, 337), (559, 375) KEYBOARD (231, 341), (499, 466)
pelee-coco	-	-	Bounding box: TV (103, 41), (402, 289) MOUSE (not detected) KEYBOARD (231, 337), (509, 455)	Bounding box: TV (103, 41), (402, 289) MOUSE (not detected) KEYBOARD (231, 337), (509, 455)
retinanet-tf	-	-	Bounding box: TV (104, 40), (390, 298) MOUSE (507, 337), (559, 373) KEYBOARD (231, 331), (497, 455)	Bounding box: TV (104, 40), (390, 298) MOUSE (507, 337), (559, 373) KEYBOARD (231, 331), (497, 455)
ssd_resnet50_v1_fpn_coco	-	-	Bounding box: TV (113, 40), (396, 305) MOUSE (508, 337), (559, 373) KEYBOARD (223, 340), (499, 461)	Bounding box: TV (113, 40), (396, 305) MOUSE (508, 337), (559, 373) KEYBOARD (223, 340), (499, 461)
ssdlite_mobilenet_v2	-	-	Bounding box: TV (45, 23), (182, 181) MOUSE (238, 209), (261, 229) KEYBOARD (108, 212), (235, 287)	Bounding box: TV (45, 23), (182, 181) MOUSE (238, 209), (261, 229) KEYBOARD (108, 212), (235, 287)

Test image #5

Data source: MS COCO

Image resolution: 640 x 427

Bounding box (upper left anf bottom right corners):
PERSON (86, 84), (394, 188)
HORSE (44, 108), (397, 565)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
yolo-v3-tf	-	-	Bounding box: PERSON (86, 84), (394, 188) HORSE (44, 108), (397, 565)	Bounding box: PERSON (86, 84), (394, 188) HORSE (44, 108), (397, 565)
yolo-v2-tf	-	-	Bounding box: PERSON (96, 74), (379, 173) HORSE (48, 122), (385, 590)	Bounding box: PERSON (96, 74), (379, 173) HORSE (48, 122), (385, 590)
yolo-v2-tiny-tf	-	-	Bounding box: PERSON (84, 70), (413, 195) HORSE (100, 92), (398, 562)	Bounding box: PERSON (84, 70), (413, 195) HORSE (100, 92), (398, 562)
pelee-coco	-	-	Bounding box: PERSON (95, 72), (207, 397) HORSE (152, 61), (536, 381)	Bounding box: PERSON (95, 72), (207, 397) HORSE (152, 61), (536, 381)
retinanet-tf	-	-	Bounding box: PERSON (90, 73), (205, 384) HORSE (145, 61), (542, 378)	Bounding box: PERSON (90, 73), (205, 384) HORSE (145, 61), (542, 378)
ssd_resnet50_v1_fpn_coco	-	-	Bounding box: PERSON (not detected) HORSE (134, 57), (534, 389)	Bounding box: PERSON (not detected) HORSE (134, 57), (534, 389)
ssdlite_mobilenet_v2	-	-	Bounding box: PERSON (43, 48), (98, 281) HORSE (57, 42), (251, 271)	Bounding box: PERSON (43, 48), (98, 281) HORSE (57, 42), (251, 271)

Test image #6

Data source: Pascal VOC

Image resolution: 500 x 375

Bounding box (upper left and bottom right corners):
AEROPLANE (131, 21), (248, 414)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
yolo-v1-tiny-tf	-	-	Bounding box: AEROPLANE (131, 21), (248, 414)	Bounding box: AEROPLANE (131, 21), (248, 414)

Test image #7

Data source: WIDER FACE Dataset

Image resolution: 1024 x 768

Bounding box (upper left and bottom right corners):
(170, 124), (235, 208)
(775, 133), (841, 226)

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
face-detection-retail-0044	-	-	Bounding box: (170, 124) (235, 208) (775, 133) (841, 226)	Bounding box: (170, 124) (235, 208) (775, 133) (841, 226)

Face recognition

Test image #1

Data source: VGGFace2

Image resolution: 96 x 112

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
Sphereface	-	-	0.77 0.70 0.77 -1.79 1.00 -0.02 0.82 -0.44 -0.96 0.37 ... -0.74 0.25 -0.35 2.06 1.16 0.56 -1.14 0.50 0.46 -0.91 Full tensor	0.77 0.70 0.77 -1.79 1.00 -0.02 0.82 -0.44 -0.96 0.37 ... -0.74 0.25 -0.35 2.06 1.16 0.56 -1.14 0.50 0.46 -0.91 Full tensor

Semantic segmentation

Test image #1

Data source: Cityscapes

Image resolution: 2048 x 1024 

Segmented images are identical.

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
dilation

Test image #2

Data source: Cityscapes

Image resolution: 2048 x 1024 

Segmented images are identical.

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
dilation

Test image #3

Data source: Cityscapes

Image resolution: 2048 x 1024 

Segmented images are identical.

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
dilation

Color map:

Test image #4

Data source: PASCAL VOC 2012

Image resolution: 500 x 375 

Segmented images are identical.

Model	C++ (latency mode, the OpenVINO sample)	C++ (throughput mode, the OpenVINO sample)	Python (latency mode, implementation)	Python (throughput mode, implementation)
deeplabv3	-	-

Color map:

Instance segmentation

Test image #1

Data source: MS COCO

Image resolution: 640 x 480

Input tensor: 800; 1365; 1

Segmented images are identical.

Model	Python (latency mode, implementation)	Python (throughput mode, implementation)
mask_rcnn_inception_resnet_v2_atrous_coco
mask_rcnn_inception_v2_coco
mask_rcnn_resnet50_atrous_coco
mask_rcnn_resnet101_atrous_coco

Color map: