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dima806
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75_butterfly_types_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Inference Endpoints
Model card Files Community
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@@ -4,4 +4,92 @@ metrics:
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  - accuracy
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  - f1
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  ---
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- See https://www.kaggle.com/code/dima806/75-butterfly-types-image-detection-vit for more details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - accuracy
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  - f1
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  ---
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+ Returns butterfly type given an image.
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+
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+ See https://www.kaggle.com/code/dima806/75-butterfly-types-image-detection-vit for more details.
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+
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+ ```
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+ Classification report:
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+
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+ precision recall f1-score support
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+
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+ GREY HAIRSTREAK 0.9623 0.9808 0.9714 52
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+ COMMON BANDED AWL 0.9804 0.9434 0.9615 53
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+ CHESTNUT 0.9815 1.0000 0.9907 53
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+ EASTERN DAPPLE WHITE 0.9362 0.8462 0.8889 52
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+ COMMON WOOD-NYMPH 0.9123 1.0000 0.9541 52
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+ CLEOPATRA 1.0000 0.9808 0.9903 52
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+ ELBOWED PIERROT 1.0000 0.9808 0.9903 52
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+ MILBERTS TORTOISESHELL 0.9434 0.9434 0.9434 53
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+ PEACOCK 1.0000 1.0000 1.0000 52
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+ MALACHITE 1.0000 1.0000 1.0000 52
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+ RED ADMIRAL 0.9423 0.9245 0.9333 53
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+ INDRA SWALLOW 0.9804 0.9615 0.9709 52
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+ MOURNING CLOAK 1.0000 0.9808 0.9903 52
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+ CRECENT 1.0000 0.9808 0.9903 52
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+ AN 88 1.0000 1.0000 1.0000 52
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+ BECKERS WHITE 0.9455 1.0000 0.9720 52
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+ ATALA 1.0000 1.0000 1.0000 52
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+ PURPLISH COPPER 0.9259 0.9615 0.9434 52
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+ SILVER SPOT SKIPPER 0.9286 1.0000 0.9630 52
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+ ZEBRA LONG WING 1.0000 1.0000 1.0000 52
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+ RED POSTMAN 0.9455 1.0000 0.9720 52
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+ TROPICAL LEAFWING 0.9623 0.9808 0.9714 52
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+ JULIA 0.9444 0.9808 0.9623 52
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+ DANAID EGGFLY 0.9767 0.8077 0.8842 52
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+ AMERICAN SNOOT 0.9615 0.9434 0.9524 53
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+ BANDED ORANGE HELICONIAN 0.9800 0.9245 0.9515 53
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+ ULYSES 1.0000 0.9623 0.9808 53
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+ LARGE MARBLE 0.9057 0.9231 0.9143 52
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+ RED SPOTTED PURPLE 0.9811 1.0000 0.9905 52
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+ EASTERN PINE ELFIN 0.9636 1.0000 0.9815 53
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+ ADONIS 0.9811 0.9811 0.9811 53
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+ CLOUDED SULPHUR 0.8519 0.8679 0.8598 53
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+ CABBAGE WHITE 0.9630 1.0000 0.9811 52
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+ BLUE SPOTTED CROW 1.0000 0.9808 0.9903 52
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+ GOLD BANDED 0.9815 1.0000 0.9907 53
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+ VICEROY 1.0000 0.9811 0.9905 53
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+ MANGROVE SKIPPER 0.9804 0.9615 0.9709 52
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+ MESTRA 1.0000 0.9038 0.9495 52
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+ CAIRNS BIRDWING 1.0000 1.0000 1.0000 53
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+ BLACK HAIRSTREAK 0.9800 0.9423 0.9608 52
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+ PAPER KITE 1.0000 1.0000 1.0000 52
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+ ORCHARD SWALLOW 0.9615 0.9615 0.9615 52
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+ ORANGE OAKLEAF 1.0000 1.0000 1.0000 52
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+ PIPEVINE SWALLOW 1.0000 1.0000 1.0000 52
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+ SCARCE SWALLOW 0.9811 0.9811 0.9811 53
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+ PURPLE HAIRSTREAK 0.9615 0.9434 0.9524 53
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+ PAINTED LADY 0.9630 1.0000 0.9811 52
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+ EASTERN COMA 0.8033 0.9423 0.8673 52
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+ CHECQUERED SKIPPER 1.0000 0.8846 0.9388 52
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+ SOUTHERN DOGFACE 0.9057 0.9057 0.9057 53
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+ CRIMSON PATCH 1.0000 1.0000 1.0000 52
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+ YELLOW SWALLOW TAIL 0.9464 1.0000 0.9725 53
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+ POPINJAY 1.0000 1.0000 1.0000 53
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+ BLUE MORPHO 0.9811 1.0000 0.9905 52
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+ COPPER TAIL 0.9184 0.8654 0.8911 52
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+ BROWN SIPROETA 0.9811 1.0000 0.9905 52
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+ GREEN CELLED CATTLEHEART 1.0000 0.9623 0.9808 53
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+ PINE WHITE 1.0000 0.9808 0.9903 52
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+ WOOD SATYR 0.9630 0.9811 0.9720 53
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+ QUESTION MARK 0.9302 0.7692 0.8421 52
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+ RED CRACKER 1.0000 0.9808 0.9903 52
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+ ORANGE TIP 0.9815 1.0000 0.9907 53
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+ SLEEPY ORANGE 0.9623 0.9623 0.9623 53
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+ AFRICAN GIANT SWALLOWTAIL 1.0000 0.9811 0.9905 53
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+ BANDED PEACOCK 1.0000 1.0000 1.0000 53
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+ GREAT EGGFLY 0.8387 1.0000 0.9123 52
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+ SOOTYWING 0.9630 0.9811 0.9720 53
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+ IPHICLUS SISTER 1.0000 1.0000 1.0000 53
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+ TWO BARRED FLASHER 0.9298 1.0000 0.9636 53
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+ CLODIUS PARNASSIAN 0.9811 1.0000 0.9905 52
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+ APPOLLO 0.9811 0.9811 0.9811 53
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+ MONARCH 0.9811 1.0000 0.9905 52
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+ STRAITED QUEEN 0.9630 1.0000 0.9811 52
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+ METALMARK 0.9600 0.9057 0.9320 53
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+ GREAT JAY 1.0000 0.9623 0.9808 53
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+
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+ accuracy 0.9674 3930
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+ macro avg 0.9685 0.9674 0.9673 3930
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+ weighted avg 0.9685 0.9674 0.9673 3930
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+ ```