Returns butterfly type given an image.
See https://www.kaggle.com/code/dima806/75-butterfly-types-image-detection-vit for more details.
Classification report:
precision recall f1-score support
GREY HAIRSTREAK 0.9623 0.9808 0.9714 52
COMMON BANDED AWL 0.9804 0.9434 0.9615 53
CHESTNUT 0.9815 1.0000 0.9907 53
EASTERN DAPPLE WHITE 0.9362 0.8462 0.8889 52
COMMON WOOD-NYMPH 0.9123 1.0000 0.9541 52
CLEOPATRA 1.0000 0.9808 0.9903 52
ELBOWED PIERROT 1.0000 0.9808 0.9903 52
MILBERTS TORTOISESHELL 0.9434 0.9434 0.9434 53
PEACOCK 1.0000 1.0000 1.0000 52
MALACHITE 1.0000 1.0000 1.0000 52
RED ADMIRAL 0.9423 0.9245 0.9333 53
INDRA SWALLOW 0.9804 0.9615 0.9709 52
MOURNING CLOAK 1.0000 0.9808 0.9903 52
CRECENT 1.0000 0.9808 0.9903 52
AN 88 1.0000 1.0000 1.0000 52
BECKERS WHITE 0.9455 1.0000 0.9720 52
ATALA 1.0000 1.0000 1.0000 52
PURPLISH COPPER 0.9259 0.9615 0.9434 52
SILVER SPOT SKIPPER 0.9286 1.0000 0.9630 52
ZEBRA LONG WING 1.0000 1.0000 1.0000 52
RED POSTMAN 0.9455 1.0000 0.9720 52
TROPICAL LEAFWING 0.9623 0.9808 0.9714 52
JULIA 0.9444 0.9808 0.9623 52
DANAID EGGFLY 0.9767 0.8077 0.8842 52
AMERICAN SNOOT 0.9615 0.9434 0.9524 53
BANDED ORANGE HELICONIAN 0.9800 0.9245 0.9515 53
ULYSES 1.0000 0.9623 0.9808 53
LARGE MARBLE 0.9057 0.9231 0.9143 52
RED SPOTTED PURPLE 0.9811 1.0000 0.9905 52
EASTERN PINE ELFIN 0.9636 1.0000 0.9815 53
ADONIS 0.9811 0.9811 0.9811 53
CLOUDED SULPHUR 0.8519 0.8679 0.8598 53
CABBAGE WHITE 0.9630 1.0000 0.9811 52
BLUE SPOTTED CROW 1.0000 0.9808 0.9903 52
GOLD BANDED 0.9815 1.0000 0.9907 53
VICEROY 1.0000 0.9811 0.9905 53
MANGROVE SKIPPER 0.9804 0.9615 0.9709 52
MESTRA 1.0000 0.9038 0.9495 52
CAIRNS BIRDWING 1.0000 1.0000 1.0000 53
BLACK HAIRSTREAK 0.9800 0.9423 0.9608 52
PAPER KITE 1.0000 1.0000 1.0000 52
ORCHARD SWALLOW 0.9615 0.9615 0.9615 52
ORANGE OAKLEAF 1.0000 1.0000 1.0000 52
PIPEVINE SWALLOW 1.0000 1.0000 1.0000 52
SCARCE SWALLOW 0.9811 0.9811 0.9811 53
PURPLE HAIRSTREAK 0.9615 0.9434 0.9524 53
PAINTED LADY 0.9630 1.0000 0.9811 52
EASTERN COMA 0.8033 0.9423 0.8673 52
CHECQUERED SKIPPER 1.0000 0.8846 0.9388 52
SOUTHERN DOGFACE 0.9057 0.9057 0.9057 53
CRIMSON PATCH 1.0000 1.0000 1.0000 52
YELLOW SWALLOW TAIL 0.9464 1.0000 0.9725 53
POPINJAY 1.0000 1.0000 1.0000 53
BLUE MORPHO 0.9811 1.0000 0.9905 52
COPPER TAIL 0.9184 0.8654 0.8911 52
BROWN SIPROETA 0.9811 1.0000 0.9905 52
GREEN CELLED CATTLEHEART 1.0000 0.9623 0.9808 53
PINE WHITE 1.0000 0.9808 0.9903 52
WOOD SATYR 0.9630 0.9811 0.9720 53
QUESTION MARK 0.9302 0.7692 0.8421 52
RED CRACKER 1.0000 0.9808 0.9903 52
ORANGE TIP 0.9815 1.0000 0.9907 53
SLEEPY ORANGE 0.9623 0.9623 0.9623 53
AFRICAN GIANT SWALLOWTAIL 1.0000 0.9811 0.9905 53
BANDED PEACOCK 1.0000 1.0000 1.0000 53
GREAT EGGFLY 0.8387 1.0000 0.9123 52
SOOTYWING 0.9630 0.9811 0.9720 53
IPHICLUS SISTER 1.0000 1.0000 1.0000 53
TWO BARRED FLASHER 0.9298 1.0000 0.9636 53
CLODIUS PARNASSIAN 0.9811 1.0000 0.9905 52
APPOLLO 0.9811 0.9811 0.9811 53
MONARCH 0.9811 1.0000 0.9905 52
STRAITED QUEEN 0.9630 1.0000 0.9811 52
METALMARK 0.9600 0.9057 0.9320 53
GREAT JAY 1.0000 0.9623 0.9808 53
accuracy 0.9674 3930
macro avg 0.9685 0.9674 0.9673 3930
weighted avg 0.9685 0.9674 0.9673 3930
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