--- 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 0.9913 0.9228 0.9558 246 coralbells 0.8745 0.9595 0.9151 247 tulips 0.9865 0.8866 0.9339 247 daffodils 0.8215 0.9879 0.8971 247 peas 0.9289 0.9514 0.9400 247 garlic 0.0000 0.0000 0.0000 246 sunroots 1.0000 0.0162 0.0319 247 milkweed 0.8598 0.9190 0.8885 247 celery 0.0000 0.0000 0.0000 246 dill 0.5533 0.9879 0.7093 247 phlox 0.9231 0.9717 0.9467 247 peonies 0.5095 0.9798 0.6704 247 coneflowers 0.9673 0.9595 0.9634 247 beets 0.6495 0.8178 0.7240 247 beans 0.8438 0.9838 0.9084 247 onions 0.2927 0.8947 0.4411 247 bellflowers 0.9786 0.9271 0.9522 247 delphiniums 0.9649 0.8907 0.9263 247 oleanders 0.9758 0.9798 0.9778 247 roseofsharon 1.0000 0.3644 0.5341 247 cantaloupes 0.9419 0.5911 0.7264 247 deadnettles 0.9648 0.8866 0.9241 247 viburnums 0.5350 0.8664 0.6615 247 dianthus 0.8375 0.9595 0.8943 247 peaches 0.8988 0.6113 0.7277 247 aloes 0.7333 0.9798 0.8388 247 parsley 0.3333 0.9717 0.4964 247 penstemon 0.9780 0.9024 0.9387 246 thyme 0.6253 0.9634 0.7584 246 citrus 0.8889 0.8745 0.8816 247 bleeding-hearts 0.9675 0.9636 0.9655 247 dogwoods 0.5487 0.9352 0.6916 247 black-eyed-susans 0.5345 0.9717 0.6897 247 petunias 0.9750 0.9512 0.9630 246 jujubes 0.0000 0.0000 0.0000 247 arborvitaes 0.9068 0.8699 0.8880 246 lilies 0.9655 0.9069 0.9353 247 crinums 0.7683 0.8089 0.7881 246 catmints 0.6257 0.9106 0.7417 246 astilbe 0.9524 0.9717 0.9619 247 beautyberries 0.7559 0.9028 0.8229 247 beebalms 0.8110 0.9555 0.8773 247 foxgloves 0.9740 0.9109 0.9414 247 gladiolus 0.8716 0.9069 0.8889 247 plums 1.0000 0.3846 0.5556 247 vitis 1.0000 0.5668 0.7235 247 ninebarks 1.0000 0.0283 0.0551 247 lettuces 0.8235 0.9069 0.8632 247 poppies 0.9560 0.9676 0.9618 247 smoketrees 0.9426 0.9312 0.9369 247 irises 1.0000 0.9919 0.9959 246 cilantro 1.0000 0.0769 0.1429 247 artichokes 1.0000 0.8016 0.8899 247 lambsears 0.5173 0.7854 0.6238 247 butterworts 1.0000 0.2146 0.3533 247 babysbreath 1.0000 0.0729 0.1358 247 cucurbits 0.5530 0.9919 0.7101 247 plumerias 0.7847 0.8704 0.8253 247 liatris 0.9859 0.8502 0.9130 247 carrots 0.6517 0.4715 0.5472 246 crepe-myrtles 0.9711 0.9514 0.9611 247 oregano 0.5111 0.1862 0.2730 247 ilex 0.4969 0.9717 0.6575 247 butterflybushes 0.9860 0.8543 0.9154 247 sage 0.5760 0.2915 0.3871 247 baptisia 0.9755 0.8057 0.8825 247 sempervivum 0.9828 0.9309 0.9562 246 asparagus 0.8690 0.2955 0.4411 247 radishes 0.4707 0.7490 0.5781 247 parsnips 1.0000 0.0610 0.1149 246 hibiscus 0.4311 0.9757 0.5980 247 rhododendrons 0.8769 0.9553 0.9144 246 potatoes 1.0000 0.4453 0.6162 247 hydrangeas 0.9180 0.9514 0.9344 247 swisschard 0.7386 0.9838 0.8438 247 cannas 0.9512 0.9474 0.9493 247 brassicas 0.7537 0.8333 0.7915 246 rubus 0.8631 0.8421 0.8525 247 columbines 0.9833 0.9555 0.9692 247 echeverias 0.6580 0.9190 0.7669 247 okra 0.9360 0.7724 0.8463 246 aeoniums 0.5289 0.9636 0.6829 247 yarrows 0.6393 0.9757 0.7724 247 roses 0.9920 1.0000 0.9960 247 basil 0.5903 0.9393 0.7250 247 spiraeas 0.5498 0.9393 0.6936 247 caladiums 0.7879 0.9474 0.8603 247 spinach 0.8679 0.1870 0.3077 246 wisterias 0.9500 0.8496 0.8970 246 cherries 1.0000 0.1660 0.2847 247 marjoram 1.0000 0.3158 0.4800 247 hyacinths 0.9595 0.9595 0.9595 247 rhubarbs 0.9774 0.8745 0.9231 247 tickseeds 0.8805 0.8947 0.8876 247 perovskia 0.7917 0.4634 0.5846 246 crocus 0.9753 0.9634 0.9693 246 mints 0.6198 0.9636 0.7544 247 heavenly-bamboos 0.9509 0.8623 0.9045 247 agaves 0.8958 0.8704 0.8830 247 pears 0.2874 0.3902 0.3310 246 dudleyas 0.8344 0.5506 0.6634 247 pachypodiums 0.8421 0.5830 0.6890 247 mockoranges 0.9917 0.9676 0.9795 247 asters 0.9873 0.9472 0.9668 246 geraniums 0.9558 0.9636 0.9597 247 mammillarias 0.9300 0.9676 0.9484 247 cucumbers 1.0000 0.5992 0.7494 247 veronicas 0.9705 0.9350 0.9524 246 turnips 0.0000 0.0000 0.0000 247 peppers 0.8066 0.9960 0.8913 247 hardyhibiscuses 1.0000 0.4251 0.5966 247 morning-glories 0.8333 0.9717 0.8972 247 gardenias 0.9731 0.8785 0.9234 247 ribes 0.9880 0.6680 0.7971 247 loniceras 0.9496 0.9150 0.9320 247 eggplants 0.9637 0.9676 0.9657 247 hostas 0.7625 0.9919 0.8622 246 chlorophytums 0.9667 0.5870 0.7305 247 chives 0.6744 0.9474 0.7879 247 tomatoes 0.6806 0.9231 0.7835 247 lilacs 1.0000 0.9636 0.9814 247 leeks 0.0000 0.0000 0.0000 246 shastadaisies 0.9702 0.9231 0.9461 247 apricots 1.0000 0.4737 0.6429 247 apples 0.3617 0.9474 0.5235 247 strawberries 0.9019 0.9676 0.9336 247 salvias 0.4354 0.9555 0.5982 247 sedums 0.8155 0.8947 0.8533 247 corn 0.9251 0.8502 0.8861 247 daylilies 1.0000 0.9919 0.9959 247 figs 0.9631 0.9514 0.9572 247 dahlias 0.9715 0.9715 0.9715 246 sweetpotatoes 0.7500 0.9352 0.8324 247 accuracy 0.7665 33072 macro avg 0.7995 0.7664 0.7380 33072 weighted avg 0.7995 0.7665 0.7381 33072 ```