--- license: apache-2.0 metrics: - accuracy - f1 --- 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 ```