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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Predicts butterfly type given an image. |
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See https://www.kaggle.com/code/dima806/100-butterfly-type-image-detection-vit for more details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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ADONIS 0.9348 0.8776 0.9053 49 |
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AFRICAN GIANT SWALLOWTAIL 0.9800 1.0000 0.9899 49 |
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AMERICAN SNOOT 0.9792 0.9400 0.9592 50 |
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AN 88 1.0000 1.0000 1.0000 50 |
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APPOLLO 0.9600 0.9796 0.9697 49 |
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ARCIGERA FLOWER MOTH 0.9792 0.9592 0.9691 49 |
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ATALA 1.0000 0.9592 0.9792 49 |
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ATLAS MOTH 0.9057 0.9796 0.9412 49 |
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BANDED ORANGE HELICONIAN 1.0000 1.0000 1.0000 49 |
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BANDED PEACOCK 0.9792 0.9592 0.9691 49 |
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BANDED TIGER MOTH 0.8936 0.8571 0.8750 49 |
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BECKERS WHITE 0.9245 1.0000 0.9608 49 |
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BIRD CHERRY ERMINE MOTH 1.0000 1.0000 1.0000 49 |
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BLACK HAIRSTREAK 0.9583 0.9388 0.9485 49 |
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BLUE MORPHO 0.9600 0.9796 0.9697 49 |
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BLUE SPOTTED CROW 0.9792 0.9592 0.9691 49 |
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BROOKES BIRDWING 1.0000 1.0000 1.0000 49 |
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BROWN ARGUS 0.9074 0.9800 0.9423 50 |
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BROWN SIPROETA 0.9800 1.0000 0.9899 49 |
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CABBAGE WHITE 0.9800 0.9800 0.9800 50 |
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CAIRNS BIRDWING 0.9804 1.0000 0.9901 50 |
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CHALK HILL BLUE 0.8679 0.9200 0.8932 50 |
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CHECQUERED SKIPPER 0.9796 0.9600 0.9697 50 |
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CHESTNUT 0.9600 0.9796 0.9697 49 |
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CINNABAR MOTH 1.0000 1.0000 1.0000 49 |
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CLEARWING MOTH 0.8909 1.0000 0.9423 49 |
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CLEOPATRA 0.9796 0.9796 0.9796 49 |
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CLODIUS PARNASSIAN 0.9600 0.9600 0.9600 50 |
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CLOUDED SULPHUR 0.8537 0.7143 0.7778 49 |
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COMET MOTH 1.0000 0.9796 0.9897 49 |
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COMMON BANDED AWL 0.9565 0.8980 0.9263 49 |
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COMMON WOOD-NYMPH 0.9796 0.9796 0.9796 49 |
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COPPER TAIL 0.9706 0.6735 0.7952 49 |
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CRECENT 0.9796 0.9600 0.9697 50 |
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CRIMSON PATCH 0.9804 1.0000 0.9901 50 |
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DANAID EGGFLY 0.9792 0.9400 0.9592 50 |
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EASTERN COMA 0.7458 0.8980 0.8148 49 |
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EASTERN DAPPLE WHITE 0.8039 0.8367 0.8200 49 |
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EASTERN PINE ELFIN 1.0000 0.9600 0.9796 50 |
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ELBOWED PIERROT 1.0000 0.9600 0.9796 50 |
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EMPEROR GUM MOTH 0.9388 0.9388 0.9388 49 |
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GARDEN TIGER MOTH 0.8654 0.9184 0.8911 49 |
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GIANT LEOPARD MOTH 1.0000 1.0000 1.0000 50 |
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GLITTERING SAPPHIRE 1.0000 0.9796 0.9897 49 |
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GOLD BANDED 0.9796 0.9796 0.9796 49 |
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GREAT EGGFLY 0.8889 0.9796 0.9320 49 |
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GREAT JAY 0.9375 0.9000 0.9184 50 |
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GREEN CELLED CATTLEHEART 0.9796 0.9796 0.9796 49 |
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GREEN HAIRSTREAK 1.0000 1.0000 1.0000 49 |
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GREY HAIRSTREAK 0.9231 0.9796 0.9505 49 |
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HERCULES MOTH 0.9167 0.8980 0.9072 49 |
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HUMMING BIRD HAWK MOTH 1.0000 0.8571 0.9231 49 |
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INDRA SWALLOW 1.0000 0.9592 0.9792 49 |
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IO MOTH 1.0000 0.9388 0.9684 49 |
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Iphiclus sister 1.0000 1.0000 1.0000 49 |
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JULIA 1.0000 1.0000 1.0000 49 |
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LARGE MARBLE 0.8723 0.8200 0.8454 50 |
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LUNA MOTH 1.0000 0.9592 0.9792 49 |
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MADAGASCAN SUNSET MOTH 1.0000 0.9796 0.9897 49 |
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MALACHITE 1.0000 1.0000 1.0000 50 |
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MANGROVE SKIPPER 0.9600 0.9796 0.9697 49 |
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MESTRA 1.0000 0.9600 0.9796 50 |
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METALMARK 0.9792 0.9592 0.9691 49 |
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MILBERTS TORTOISESHELL 1.0000 0.9184 0.9574 49 |
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MONARCH 0.9245 1.0000 0.9608 49 |
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MOURNING CLOAK 1.0000 1.0000 1.0000 49 |
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OLEANDER HAWK MOTH 1.0000 1.0000 1.0000 49 |
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ORANGE OAKLEAF 0.9434 1.0000 0.9709 50 |
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ORANGE TIP 0.9783 0.9184 0.9474 49 |
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ORCHARD SWALLOW 1.0000 0.9796 0.9897 49 |
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PAINTED LADY 0.9608 1.0000 0.9800 49 |
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PAPER KITE 1.0000 0.9796 0.9897 49 |
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PEACOCK 1.0000 1.0000 1.0000 49 |
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PINE WHITE 0.9796 0.9796 0.9796 49 |
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PIPEVINE SWALLOW 0.9074 0.9800 0.9423 50 |
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POLYPHEMUS MOTH 0.8824 0.9184 0.9000 49 |
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POPINJAY 1.0000 0.9796 0.9897 49 |
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PURPLE HAIRSTREAK 0.9583 0.9388 0.9485 49 |
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PURPLISH COPPER 0.8033 1.0000 0.8909 49 |
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QUESTION MARK 0.8684 0.6735 0.7586 49 |
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RED ADMIRAL 1.0000 0.9796 0.9897 49 |
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RED CRACKER 0.9792 0.9592 0.9691 49 |
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RED POSTMAN 0.9608 1.0000 0.9800 49 |
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RED SPOTTED PURPLE 0.9800 1.0000 0.9899 49 |
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ROSY MAPLE MOTH 0.9615 1.0000 0.9804 50 |
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SCARCE SWALLOW 0.9412 0.9796 0.9600 49 |
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SILVER SPOT SKIPPER 0.9074 1.0000 0.9515 49 |
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SIXSPOT BURNET MOTH 1.0000 1.0000 1.0000 50 |
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SLEEPY ORANGE 0.9057 0.9796 0.9412 49 |
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SOOTYWING 0.9783 0.9184 0.9474 49 |
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SOUTHERN DOGFACE 0.8148 0.8980 0.8544 49 |
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STRAITED QUEEN 0.9796 0.9796 0.9796 49 |
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TROPICAL LEAFWING 0.8889 0.9600 0.9231 50 |
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TWO BARRED FLASHER 1.0000 0.9592 0.9792 49 |
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ULYSES 1.0000 0.9592 0.9792 49 |
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VICEROY 1.0000 0.9592 0.9792 49 |
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WHITE LINED SPHINX MOTH 0.9615 1.0000 0.9804 50 |
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WOOD SATYR 0.9412 0.9796 0.9600 49 |
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YELLOW SWALLOW TAIL 0.9583 0.9388 0.9485 49 |
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ZEBRA LONG WING 1.0000 0.9800 0.9899 50 |
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accuracy 0.9561 4925 |
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macro avg 0.9577 0.9561 0.9558 4925 |
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weighted avg 0.9578 0.9561 0.9559 4925 |
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``` |
