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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Returns flower group given an image. |
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See https://www.kaggle.com/code/dima806/flower-groups-image-detection-vit for more details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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tarragon 0.0000 0.0000 0.0000 247 |
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blanketflowers 0.9872 0.9390 0.9625 246 |
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coralbells 0.8778 0.9595 0.9168 247 |
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tulips 0.9867 0.9028 0.9429 247 |
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daffodils 0.8683 0.9879 0.9242 247 |
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peas 0.8935 0.9514 0.9216 247 |
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garlic 0.0000 0.0000 0.0000 247 |
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sunroots 1.0000 0.0445 0.0853 247 |
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milkweed 0.8241 0.9676 0.8901 247 |
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celery 0.0000 0.0000 0.0000 247 |
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dill 0.5206 0.9756 0.6789 246 |
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phlox 0.9157 0.9676 0.9409 247 |
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peonies 0.5644 0.9797 0.7162 246 |
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coneflowers 0.9680 0.9798 0.9738 247 |
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beets 0.7428 0.8333 0.7854 246 |
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beans 0.8764 0.9757 0.9234 247 |
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onions 0.2963 0.9069 0.4467 247 |
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bellflowers 0.9828 0.9271 0.9542 247 |
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delphiniums 0.9863 0.8745 0.9270 247 |
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oleanders 0.9757 0.9757 0.9757 247 |
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roseofsharon 0.9792 0.3806 0.5481 247 |
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cantaloupes 0.9603 0.5870 0.7286 247 |
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deadnettles 0.9729 0.8704 0.9188 247 |
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viburnums 0.5867 0.8907 0.7074 247 |
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dianthus 0.8333 0.9514 0.8885 247 |
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peaches 0.9138 0.6437 0.7553 247 |
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aloes 0.7346 0.9636 0.8336 247 |
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parsley 0.3286 0.9352 0.4863 247 |
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penstemon 0.9554 0.8664 0.9087 247 |
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thyme 0.6908 0.9676 0.8061 247 |
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citrus 0.8486 0.8623 0.8554 247 |
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bleeding-hearts 0.9634 0.9595 0.9615 247 |
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dogwoods 0.5735 0.9474 0.7145 247 |
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black-eyed-susans 0.5433 0.9393 0.6884 247 |
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petunias 0.9708 0.9472 0.9588 246 |
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jujubes 0.0000 0.0000 0.0000 247 |
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arborvitaes 0.8857 0.8785 0.8821 247 |
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lilies 0.9487 0.8988 0.9231 247 |
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crinums 0.8235 0.8537 0.8383 246 |
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catmints 0.6167 0.8664 0.7205 247 |
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astilbe 0.9442 0.9595 0.9518 247 |
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beautyberries 0.7365 0.8862 0.8044 246 |
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beebalms 0.8540 0.9474 0.8983 247 |
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foxgloves 0.9912 0.9187 0.9536 246 |
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gladiolus 0.8980 0.8943 0.8961 246 |
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plums 0.9153 0.4372 0.5918 247 |
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vitis 1.0000 0.5830 0.7366 247 |
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ninebarks 1.0000 0.0364 0.0703 247 |
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lettuces 0.8291 0.9231 0.8736 247 |
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poppies 0.9679 0.9757 0.9718 247 |
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smoketrees 0.9614 0.9106 0.9353 246 |
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irises 1.0000 0.9960 0.9980 247 |
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cilantro 0.8750 0.0850 0.1550 247 |
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artichokes 1.0000 0.7976 0.8874 247 |
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lambsears 0.5811 0.7976 0.6724 247 |
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butterworts 0.9184 0.1822 0.3041 247 |
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babysbreath 1.0000 0.2105 0.3478 247 |
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cucurbits 0.5481 0.9919 0.7061 247 |
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plumerias 0.7993 0.9028 0.8479 247 |
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liatris 0.9762 0.8300 0.8972 247 |
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carrots 0.5924 0.5061 0.5459 247 |
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crepe-myrtles 0.9583 0.9312 0.9446 247 |
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oregano 0.5390 0.3077 0.3918 247 |
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ilex 0.5415 0.9514 0.6902 247 |
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butterflybushes 0.9624 0.8333 0.8932 246 |
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sage 0.5562 0.4008 0.4659 247 |
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baptisia 0.9749 0.7854 0.8700 247 |
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sempervivum 0.9956 0.9069 0.9492 247 |
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asparagus 0.8587 0.3211 0.4675 246 |
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radishes 0.4852 0.7287 0.5825 247 |
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parsnips 1.0000 0.1174 0.2101 247 |
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hibiscus 0.4440 0.9675 0.6087 246 |
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rhododendrons 0.8618 0.9595 0.9080 247 |
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potatoes 1.0000 0.4291 0.6006 247 |
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hydrangeas 0.9545 0.9352 0.9448 247 |
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swisschard 0.8247 0.9717 0.8922 247 |
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cannas 0.9323 0.9512 0.9416 246 |
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brassicas 0.6656 0.8496 0.7464 246 |
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rubus 0.8957 0.8374 0.8655 246 |
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columbines 0.9753 0.9595 0.9673 247 |
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echeverias 0.6287 0.9393 0.7532 247 |
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okra 0.9904 0.8381 0.9079 247 |
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aeoniums 0.5178 0.9433 0.6686 247 |
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yarrows 0.6838 0.9717 0.8027 247 |
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roses 0.9960 1.0000 0.9980 246 |
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basil 0.6484 0.9555 0.7725 247 |
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spiraeas 0.5676 0.9514 0.7110 247 |
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caladiums 0.7695 0.9595 0.8541 247 |
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spinach 0.9241 0.2967 0.4492 246 |
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wisterias 0.9342 0.8623 0.8968 247 |
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cherries 1.0000 0.2154 0.3545 246 |
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marjoram 1.0000 0.3360 0.5030 247 |
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hyacinths 0.9563 0.9757 0.9659 247 |
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rhubarbs 0.9815 0.8618 0.9177 246 |
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tickseeds 0.8730 0.8623 0.8676 247 |
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perovskia 0.8333 0.5263 0.6452 247 |
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crocus 0.9796 0.9717 0.9756 247 |
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mints 0.6188 0.9595 0.7524 247 |
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heavenly-bamboos 0.9401 0.8259 0.8793 247 |
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agaves 0.9134 0.8543 0.8828 247 |
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pears 0.3167 0.4372 0.3673 247 |
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dudleyas 0.7806 0.4919 0.6035 246 |
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pachypodiums 0.8623 0.5854 0.6973 246 |
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mockoranges 0.9876 0.9636 0.9754 247 |
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asters 0.9792 0.9553 0.9671 246 |
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geraniums 0.9558 0.9636 0.9597 247 |
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mammillarias 0.9300 0.9676 0.9484 247 |
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cucumbers 1.0000 0.6437 0.7833 247 |
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veronicas 0.9711 0.9514 0.9611 247 |
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turnips 0.0000 0.0000 0.0000 247 |
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peppers 0.8059 0.9919 0.8893 247 |
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hardyhibiscuses 0.9916 0.4777 0.6448 247 |
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morning-glories 0.8481 0.9756 0.9074 246 |
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gardenias 0.9865 0.8866 0.9339 247 |
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ribes 0.9837 0.7328 0.8399 247 |
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loniceras 0.9465 0.9312 0.9388 247 |
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eggplants 0.9797 0.9757 0.9777 247 |
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hostas 0.7609 0.9959 0.8627 246 |
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chlorophytums 0.9869 0.6113 0.7550 247 |
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chives 0.6948 0.9676 0.8088 247 |
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tomatoes 0.6497 0.9312 0.7654 247 |
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lilacs 1.0000 0.9393 0.9687 247 |
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leeks 0.0000 0.0000 0.0000 247 |
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shastadaisies 0.9872 0.9352 0.9605 247 |
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apricots 1.0000 0.5789 0.7333 247 |
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apples 0.3736 0.9393 0.5346 247 |
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strawberries 0.8958 0.9393 0.9170 247 |
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salvias 0.4403 0.9555 0.6028 247 |
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sedums 0.7219 0.9352 0.8148 247 |
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corn 0.8835 0.8907 0.8871 247 |
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daylilies 1.0000 0.9959 0.9980 246 |
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figs 0.9833 0.9555 0.9692 247 |
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dahlias 0.9755 0.9676 0.9715 247 |
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sweetpotatoes 0.7379 0.9231 0.8201 247 |
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accuracy 0.7744 33072 |
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macro avg 0.8014 0.7744 0.7492 33072 |
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weighted avg 0.8013 0.7744 0.7492 33072 |
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``` |
