| | --- |
| | license: apache-2.0 |
| | metrics: |
| | - accuracy |
| | - f1 |
| | base_model: |
| | - google/vit-base-patch16-224-in21k |
| | --- |
| | 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 |
| | ``` |
