metadata
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 0.9833 0.9514 0.9671 247
coralbells 0.8897 0.9798 0.9326 247
tulips 0.9826 0.9150 0.9476 247
daffodils 0.8719 0.9919 0.9280 247
peas 0.9031 0.9433 0.9228 247
garlic 0.0000 0.0000 0.0000 247
sunroots 1.0000 0.0688 0.1288 247
milkweed 0.8144 0.9595 0.8810 247
celery 0.0000 0.0000 0.0000 247
dill 0.5245 0.9960 0.6872 247
phlox 0.9325 0.9553 0.9438 246
peonies 0.5510 0.9838 0.7064 247
coneflowers 0.9711 0.9553 0.9631 246
beets 0.7554 0.8537 0.8015 246
beans 0.8885 0.9676 0.9264 247
onions 0.2976 0.9109 0.4487 247
bellflowers 0.9872 0.9352 0.9605 247
delphiniums 0.9733 0.8902 0.9299 246
oleanders 0.9676 0.9676 0.9676 247
roseofsharon 0.9821 0.4453 0.6128 247
cantaloupes 0.9333 0.6829 0.7887 246
deadnettles 0.9574 0.9109 0.9336 247
viburnums 0.5941 0.8947 0.7141 247
dianthus 0.8662 0.9472 0.9049 246
peaches 0.9415 0.6518 0.7703 247
aloes 0.7642 0.9838 0.8602 247
parsley 0.3407 0.9393 0.5000 247
penstemon 0.9550 0.8583 0.9041 247
thyme 0.7311 0.9798 0.8374 247
citrus 0.8566 0.8947 0.8752 247
bleeding-hearts 0.9754 0.9636 0.9695 247
dogwoods 0.5707 0.9312 0.7077 247
black-eyed-susans 0.5347 0.9676 0.6888 247
petunias 0.9669 0.9474 0.9571 247
jujubes 0.0000 0.0000 0.0000 246
arborvitaes 0.7790 0.8740 0.8238 246
lilies 0.9700 0.9150 0.9417 247
crinums 0.8000 0.8583 0.8281 247
catmints 0.6182 0.8821 0.7270 246
astilbe 0.9560 0.9676 0.9618 247
beautyberries 0.7249 0.9069 0.8058 247
beebalms 0.8114 0.9268 0.8653 246
foxgloves 0.9740 0.9109 0.9414 247
gladiolus 0.8821 0.9393 0.9098 247
plums 0.8750 0.4534 0.5973 247
vitis 1.0000 0.5668 0.7235 247
ninebarks 1.0000 0.0486 0.0927 247
lettuces 0.7872 0.8988 0.8393 247
poppies 0.9798 0.9838 0.9818 247
smoketrees 0.9212 0.8988 0.9098 247
irises 1.0000 0.9960 0.9980 247
cilantro 0.8636 0.0769 0.1413 247
artichokes 1.0000 0.7733 0.8721 247
lambsears 0.6092 0.8016 0.6923 247
butterworts 0.9091 0.2024 0.3311 247
babysbreath 1.0000 0.2227 0.3642 247
cucurbits 0.5956 0.9960 0.7455 247
plumerias 0.8185 0.8583 0.8379 247
liatris 0.9764 0.8381 0.9020 247
carrots 0.6103 0.5263 0.5652 247
crepe-myrtles 0.9672 0.9555 0.9613 247
oregano 0.6629 0.2389 0.3512 247
ilex 0.5643 0.9634 0.7117 246
butterflybushes 0.9811 0.8421 0.9063 247
sage 0.6085 0.4656 0.5275 247
baptisia 0.9795 0.7733 0.8643 247
sempervivum 1.0000 0.9352 0.9665 247
asparagus 0.9495 0.3806 0.5434 247
radishes 0.4973 0.7368 0.5938 247
parsnips 1.0000 0.1377 0.2420 247
hibiscus 0.4692 0.9555 0.6293 247
rhododendrons 0.8750 0.9636 0.9171 247
potatoes 1.0000 0.3887 0.5598 247
hydrangeas 0.9715 0.9715 0.9715 246
swisschard 0.8154 0.9838 0.8917 247
cannas 0.9400 0.9514 0.9457 247
brassicas 0.6837 0.9228 0.7855 246
rubus 0.8571 0.8259 0.8412 247
columbines 0.9833 0.9555 0.9692 247
echeverias 0.6581 0.9352 0.7726 247
okra 0.9852 0.8130 0.8909 246
aeoniums 0.5190 0.9393 0.6686 247
yarrows 0.6780 0.9717 0.7987 247
roses 1.0000 0.9837 0.9918 246
basil 0.6290 0.9512 0.7573 246
spiraeas 0.5850 0.9474 0.7233 247
caladiums 0.7889 0.9231 0.8507 247
spinach 0.8955 0.2439 0.3834 246
wisterias 0.9576 0.9187 0.9378 246
cherries 1.0000 0.1992 0.3322 246
marjoram 1.0000 0.4737 0.6429 247
hyacinths 0.9597 0.9636 0.9616 247
rhubarbs 0.9686 0.8745 0.9191 247
tickseeds 0.8387 0.8455 0.8421 246
perovskia 0.8121 0.5425 0.6505 247
crocus 0.9833 0.9593 0.9712 246
mints 0.6135 0.9960 0.7593 247
heavenly-bamboos 0.9459 0.8502 0.8955 247
agaves 0.9227 0.8740 0.8977 246
pears 0.3014 0.4332 0.3555 247
dudleyas 0.8084 0.5466 0.6522 247
pachypodiums 0.8722 0.6356 0.7354 247
mockoranges 0.9916 0.9514 0.9711 247
asters 1.0000 0.9312 0.9644 247
geraniums 0.9714 0.9636 0.9675 247
mammillarias 0.9234 0.9757 0.9488 247
cucumbers 1.0000 0.6260 0.7700 246
veronicas 0.9746 0.9350 0.9544 246
turnips 0.0000 0.0000 0.0000 247
peppers 0.8249 0.9919 0.9007 247
hardyhibiscuses 1.0000 0.5385 0.7000 247
morning-glories 0.8282 0.9797 0.8976 246
gardenias 0.9906 0.8543 0.9174 247
ribes 0.9674 0.7206 0.8260 247
loniceras 0.9440 0.9555 0.9497 247
eggplants 0.9646 0.9919 0.9780 247
hostas 0.8140 0.9919 0.8942 247
chlorophytums 0.9938 0.6437 0.7813 247
chives 0.6964 0.9474 0.8027 247
tomatoes 0.6461 0.9312 0.7629 247
lilacs 1.0000 0.9474 0.9730 247
leeks 0.0000 0.0000 0.0000 247
shastadaisies 0.9583 0.9312 0.9446 247
apricots 1.0000 0.5749 0.7301 247
apples 0.3956 0.9433 0.5574 247
strawberries 0.8864 0.9798 0.9308 247
salvias 0.4660 0.9717 0.6299 247
sedums 0.7492 0.9433 0.8351 247
corn 0.9149 0.8704 0.8921 247
daylilies 1.0000 0.9879 0.9939 247
figs 0.9744 0.9268 0.9500 246
dahlias 0.9795 0.9676 0.9735 247
sweetpotatoes 0.7227 0.9393 0.8169 247
accuracy 0.7808 33072
macro avg 0.8047 0.7808 0.7556 33072
weighted avg 0.8047 0.7808 0.7556 33072