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---
license: apache-2.0
metrics:
- accuracy
- f1
---
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 0.9872 0.9390 0.9625 246
coralbells 0.8778 0.9595 0.9168 247
tulips 0.9867 0.9028 0.9429 247
daffodils 0.8683 0.9879 0.9242 247
peas 0.8935 0.9514 0.9216 247
garlic 0.0000 0.0000 0.0000 247
sunroots 1.0000 0.0445 0.0853 247
milkweed 0.8241 0.9676 0.8901 247
celery 0.0000 0.0000 0.0000 247
dill 0.5206 0.9756 0.6789 246
phlox 0.9157 0.9676 0.9409 247
peonies 0.5644 0.9797 0.7162 246
coneflowers 0.9680 0.9798 0.9738 247
beets 0.7428 0.8333 0.7854 246
beans 0.8764 0.9757 0.9234 247
onions 0.2963 0.9069 0.4467 247
bellflowers 0.9828 0.9271 0.9542 247
delphiniums 0.9863 0.8745 0.9270 247
oleanders 0.9757 0.9757 0.9757 247
roseofsharon 0.9792 0.3806 0.5481 247
cantaloupes 0.9603 0.5870 0.7286 247
deadnettles 0.9729 0.8704 0.9188 247
viburnums 0.5867 0.8907 0.7074 247
dianthus 0.8333 0.9514 0.8885 247
peaches 0.9138 0.6437 0.7553 247
aloes 0.7346 0.9636 0.8336 247
parsley 0.3286 0.9352 0.4863 247
penstemon 0.9554 0.8664 0.9087 247
thyme 0.6908 0.9676 0.8061 247
citrus 0.8486 0.8623 0.8554 247
bleeding-hearts 0.9634 0.9595 0.9615 247
dogwoods 0.5735 0.9474 0.7145 247
black-eyed-susans 0.5433 0.9393 0.6884 247
petunias 0.9708 0.9472 0.9588 246
jujubes 0.0000 0.0000 0.0000 247
arborvitaes 0.8857 0.8785 0.8821 247
lilies 0.9487 0.8988 0.9231 247
crinums 0.8235 0.8537 0.8383 246
catmints 0.6167 0.8664 0.7205 247
astilbe 0.9442 0.9595 0.9518 247
beautyberries 0.7365 0.8862 0.8044 246
beebalms 0.8540 0.9474 0.8983 247
foxgloves 0.9912 0.9187 0.9536 246
gladiolus 0.8980 0.8943 0.8961 246
plums 0.9153 0.4372 0.5918 247
vitis 1.0000 0.5830 0.7366 247
ninebarks 1.0000 0.0364 0.0703 247
lettuces 0.8291 0.9231 0.8736 247
poppies 0.9679 0.9757 0.9718 247
smoketrees 0.9614 0.9106 0.9353 246
irises 1.0000 0.9960 0.9980 247
cilantro 0.8750 0.0850 0.1550 247
artichokes 1.0000 0.7976 0.8874 247
lambsears 0.5811 0.7976 0.6724 247
butterworts 0.9184 0.1822 0.3041 247
babysbreath 1.0000 0.2105 0.3478 247
cucurbits 0.5481 0.9919 0.7061 247
plumerias 0.7993 0.9028 0.8479 247
liatris 0.9762 0.8300 0.8972 247
carrots 0.5924 0.5061 0.5459 247
crepe-myrtles 0.9583 0.9312 0.9446 247
oregano 0.5390 0.3077 0.3918 247
ilex 0.5415 0.9514 0.6902 247
butterflybushes 0.9624 0.8333 0.8932 246
sage 0.5562 0.4008 0.4659 247
baptisia 0.9749 0.7854 0.8700 247
sempervivum 0.9956 0.9069 0.9492 247
asparagus 0.8587 0.3211 0.4675 246
radishes 0.4852 0.7287 0.5825 247
parsnips 1.0000 0.1174 0.2101 247
hibiscus 0.4440 0.9675 0.6087 246
rhododendrons 0.8618 0.9595 0.9080 247
potatoes 1.0000 0.4291 0.6006 247
hydrangeas 0.9545 0.9352 0.9448 247
swisschard 0.8247 0.9717 0.8922 247
cannas 0.9323 0.9512 0.9416 246
brassicas 0.6656 0.8496 0.7464 246
rubus 0.8957 0.8374 0.8655 246
columbines 0.9753 0.9595 0.9673 247
echeverias 0.6287 0.9393 0.7532 247
okra 0.9904 0.8381 0.9079 247
aeoniums 0.5178 0.9433 0.6686 247
yarrows 0.6838 0.9717 0.8027 247
roses 0.9960 1.0000 0.9980 246
basil 0.6484 0.9555 0.7725 247
spiraeas 0.5676 0.9514 0.7110 247
caladiums 0.7695 0.9595 0.8541 247
spinach 0.9241 0.2967 0.4492 246
wisterias 0.9342 0.8623 0.8968 247
cherries 1.0000 0.2154 0.3545 246
marjoram 1.0000 0.3360 0.5030 247
hyacinths 0.9563 0.9757 0.9659 247
rhubarbs 0.9815 0.8618 0.9177 246
tickseeds 0.8730 0.8623 0.8676 247
perovskia 0.8333 0.5263 0.6452 247
crocus 0.9796 0.9717 0.9756 247
mints 0.6188 0.9595 0.7524 247
heavenly-bamboos 0.9401 0.8259 0.8793 247
agaves 0.9134 0.8543 0.8828 247
pears 0.3167 0.4372 0.3673 247
dudleyas 0.7806 0.4919 0.6035 246
pachypodiums 0.8623 0.5854 0.6973 246
mockoranges 0.9876 0.9636 0.9754 247
asters 0.9792 0.9553 0.9671 246
geraniums 0.9558 0.9636 0.9597 247
mammillarias 0.9300 0.9676 0.9484 247
cucumbers 1.0000 0.6437 0.7833 247
veronicas 0.9711 0.9514 0.9611 247
turnips 0.0000 0.0000 0.0000 247
peppers 0.8059 0.9919 0.8893 247
hardyhibiscuses 0.9916 0.4777 0.6448 247
morning-glories 0.8481 0.9756 0.9074 246
gardenias 0.9865 0.8866 0.9339 247
ribes 0.9837 0.7328 0.8399 247
loniceras 0.9465 0.9312 0.9388 247
eggplants 0.9797 0.9757 0.9777 247
hostas 0.7609 0.9959 0.8627 246
chlorophytums 0.9869 0.6113 0.7550 247
chives 0.6948 0.9676 0.8088 247
tomatoes 0.6497 0.9312 0.7654 247
lilacs 1.0000 0.9393 0.9687 247
leeks 0.0000 0.0000 0.0000 247
shastadaisies 0.9872 0.9352 0.9605 247
apricots 1.0000 0.5789 0.7333 247
apples 0.3736 0.9393 0.5346 247
strawberries 0.8958 0.9393 0.9170 247
salvias 0.4403 0.9555 0.6028 247
sedums 0.7219 0.9352 0.8148 247
corn 0.8835 0.8907 0.8871 247
daylilies 1.0000 0.9959 0.9980 246
figs 0.9833 0.9555 0.9692 247
dahlias 0.9755 0.9676 0.9715 247
sweetpotatoes 0.7379 0.9231 0.8201 247
accuracy 0.7744 33072
macro avg 0.8014 0.7744 0.7492 33072
weighted avg 0.8013 0.7744 0.7492 33072
``` |