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dima806
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100_butterfly_types_image_detection

Image Classification
Transformers
Safetensors
vit
Inference Endpoints
Model card Files Community
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@@ -4,4 +4,118 @@ 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/dima806/100-butterfly-type-image-detection-vit for more details.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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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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+
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+ precision recall f1-score support
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+
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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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+
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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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+
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+ ```