Returns flower group given an image.
See https://www.kaggle.com/code/dima806/flower-groups-image-detection-vit for more details.
Classification report:
precision recall f1-score support
tarragon 0.0000 0.0000 0.0000 247
blanketflowers 0.9868 0.9109 0.9474 247
coralbells 0.8791 0.9717 0.9231 247
tulips 0.9741 0.9150 0.9436 247
daffodils 0.8719 0.9919 0.9280 247
peas 0.8972 0.9190 0.9080 247
garlic 0.0000 0.0000 0.0000 247
sunroots 1.0000 0.0486 0.0927 247
milkweed 0.8509 0.9474 0.8966 247
celery 0.0000 0.0000 0.0000 247
dill 0.4819 0.9717 0.6443 247
phlox 0.9137 0.9433 0.9283 247
peonies 0.5545 0.9879 0.7103 247
coneflowers 0.9679 0.9757 0.9718 247
beets 0.7526 0.8745 0.8090 247
beans 0.8824 0.9756 0.9266 246
onions 0.3012 0.9231 0.4542 247
bellflowers 0.9865 0.8907 0.9362 247
delphiniums 0.9955 0.8866 0.9379 247
oleanders 0.9875 0.9595 0.9733 247
roseofsharon 0.9727 0.4350 0.6011 246
cantaloupes 0.9329 0.6194 0.7445 247
deadnettles 0.9534 0.9109 0.9317 247
viburnums 0.5501 0.8664 0.6730 247
dianthus 0.8298 0.9512 0.8864 246
peaches 0.8902 0.5911 0.7105 247
aloes 0.7724 0.9757 0.8623 247
parsley 0.3561 0.9717 0.5212 247
penstemon 0.9782 0.9106 0.9432 246
thyme 0.6685 0.9879 0.7974 247
citrus 0.8479 0.9028 0.8745 247
bleeding-hearts 0.9679 0.9757 0.9718 247
dogwoods 0.5442 0.9231 0.6847 247
black-eyed-susans 0.5501 0.9555 0.6982 247
petunias 0.9790 0.9472 0.9628 246
jujubes 0.0000 0.0000 0.0000 247
arborvitaes 0.8880 0.8664 0.8770 247
lilies 0.9783 0.9109 0.9434 247
crinums 0.7704 0.8421 0.8046 247
catmints 0.6334 0.8745 0.7347 247
astilbe 0.9597 0.9636 0.9616 247
beautyberries 0.7500 0.8988 0.8177 247
beebalms 0.8484 0.9514 0.8969 247
foxgloves 0.9713 0.9595 0.9654 247
gladiolus 0.9048 0.9231 0.9138 247
plums 0.8571 0.4615 0.6000 247
vitis 1.0000 0.5466 0.7068 247
ninebarks 1.0000 0.0445 0.0853 247
lettuces 0.7921 0.8947 0.8403 247
poppies 0.9679 0.9757 0.9718 247
smoketrees 0.9202 0.8866 0.9031 247
irises 1.0000 0.9960 0.9980 247
cilantro 0.9600 0.0972 0.1765 247
artichokes 1.0000 0.7895 0.8824 247
lambsears 0.6519 0.7764 0.7087 246
butterworts 0.9286 0.2105 0.3432 247
babysbreath 1.0000 0.1700 0.2907 247
cucurbits 0.5658 0.9959 0.7216 246
plumerias 0.8051 0.8902 0.8456 246
liatris 0.9720 0.8455 0.9043 246
carrots 0.6364 0.5407 0.5846 246
crepe-myrtles 0.9710 0.9474 0.9590 247
oregano 0.6372 0.2927 0.4011 246
ilex 0.5610 0.9676 0.7103 247
butterflybushes 0.9726 0.8623 0.9142 247
sage 0.4910 0.4413 0.4648 247
baptisia 0.9744 0.7692 0.8597 247
sempervivum 0.9910 0.8943 0.9402 246
asparagus 0.9610 0.3008 0.4582 246
radishes 0.5153 0.7490 0.6106 247
parsnips 1.0000 0.1174 0.2101 247
hibiscus 0.4605 0.9715 0.6248 246
rhododendrons 0.8918 0.9676 0.9282 247
potatoes 1.0000 0.4130 0.5845 247
hydrangeas 0.9504 0.9350 0.9426 246
swisschard 0.8154 0.9878 0.8934 246
cannas 0.9360 0.9474 0.9416 247
brassicas 0.6437 0.8740 0.7414 246
rubus 0.8631 0.8421 0.8525 247
columbines 0.9717 0.9717 0.9717 247
echeverias 0.6384 0.9150 0.7521 247
okra 0.9901 0.8138 0.8933 247
aeoniums 0.5124 0.9190 0.6580 247
yarrows 0.7126 0.9636 0.8193 247
roses 0.9880 0.9960 0.9919 247
basil 0.6419 0.9433 0.7639 247
spiraeas 0.5897 0.9717 0.7339 247
caladiums 0.7804 0.9352 0.8508 247
spinach 0.8947 0.2753 0.4211 247
wisterias 0.9609 0.8947 0.9266 247
cherries 1.0000 0.1862 0.3140 247
marjoram 1.0000 0.3927 0.5640 247
hyacinths 0.9711 0.9514 0.9611 247
rhubarbs 0.9651 0.8947 0.9286 247
tickseeds 0.8588 0.8866 0.8725 247
perovskia 0.7869 0.5830 0.6698 247
crocus 0.9789 0.9431 0.9607 246
mints 0.6088 0.9514 0.7425 247
heavenly-bamboos 0.9493 0.8340 0.8879 247
agaves 0.9025 0.8623 0.8820 247
pears 0.3087 0.4575 0.3687 247
dudleyas 0.8291 0.5304 0.6469 247
pachypodiums 0.8820 0.6356 0.7388 247
mockoranges 0.9958 0.9676 0.9815 247
asters 0.9957 0.9512 0.9730 246
geraniums 0.9750 0.9474 0.9610 247
mammillarias 0.9447 0.9715 0.9579 246
cucumbers 1.0000 0.6235 0.7681 247
veronicas 0.9368 0.9595 0.9480 247
turnips 0.0000 0.0000 0.0000 247
peppers 0.8053 0.9919 0.8889 246
hardyhibiscuses 1.0000 0.4593 0.6295 246
morning-glories 0.8316 0.9595 0.8910 247
gardenias 0.9954 0.8785 0.9333 247
ribes 0.9837 0.7358 0.8419 246
loniceras 0.9540 0.9231 0.9383 247
eggplants 0.9837 0.9798 0.9817 247
hostas 0.8167 0.9919 0.8958 247
chlorophytums 0.9709 0.6761 0.7971 247
chives 0.7029 0.9676 0.8143 247
tomatoes 0.6619 0.9352 0.7752 247
lilacs 1.0000 0.9595 0.9793 247
leeks 0.0000 0.0000 0.0000 246
shastadaisies 0.9592 0.9514 0.9553 247
apricots 1.0000 0.5830 0.7366 247
apples 0.4027 0.9636 0.5680 247
strawberries 0.8897 0.9798 0.9326 247
salvias 0.4479 0.9393 0.6065 247
sedums 0.7639 0.9472 0.8457 246
corn 0.9129 0.8907 0.9016 247
daylilies 1.0000 0.9960 0.9980 247
figs 0.9711 0.9553 0.9631 246
dahlias 0.9757 0.9757 0.9757 247
sweetpotatoes 0.7183 0.9393 0.8140 247
accuracy 0.7785 33072
macro avg 0.8044 0.7785 0.7529 33072
weighted avg 0.8044 0.7785 0.7528 33072
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