--- license: apache-2.0 metrics: - accuracy - f1 --- Predicts house plant type with about 76% accuracy based on an image. See https://www.kaggle.com/code/dima806/house-plant-image-detection-vit for more details. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/twVMo96Gdl1u1pzS1I_kP.png) ``` Classification report: precision recall f1-score support African Violet (Saintpaulia ionantha) 0.9381 0.9292 0.9336 212 Aloe Vera 0.9072 0.8263 0.8649 213 Anthurium (Anthurium andraeanum) 0.9383 0.7136 0.8107 213 Areca Palm (Dypsis lutescens) 0.8167 0.4623 0.5904 212 Asparagus Fern (Asparagus setaceus) 0.9630 0.7358 0.8342 212 Begonia (Begonia spp.) 0.8571 0.0283 0.0548 212 Bird of Paradise (Strelitzia reginae) 0.9869 0.7123 0.8274 212 Birds Nest Fern (Asplenium nidus) 0.8559 0.9202 0.8869 213 Boston Fern (Nephrolepis exaltata) 0.8798 0.9670 0.9213 212 Calathea 0.3815 0.4836 0.4265 213 Cast Iron Plant (Aspidistra elatior) 0.9329 0.6526 0.7680 213 Chinese Money Plant (Pilea peperomioides) 0.5072 0.9953 0.6719 213 Chinese evergreen (Aglaonema) 0.6667 0.2830 0.3974 212 Christmas Cactus (Schlumbergera bridgesii) 1.0000 0.8538 0.9211 212 Chrysanthemum 0.9382 0.7840 0.8542 213 Ctenanthe 0.6093 0.4319 0.5055 213 Daffodils (Narcissus spp.) 0.9805 0.9481 0.9640 212 Dracaena 0.6408 0.7371 0.6856 213 Dumb Cane (Dieffenbachia spp.) 0.4463 0.8592 0.5875 213 Elephant Ear (Alocasia spp.) 0.9813 0.4953 0.6583 212 English Ivy (Hedera helix) 0.7589 0.9057 0.8258 212 Hyacinth (Hyacinthus orientalis) 0.9193 0.9670 0.9425 212 Iron Cross begonia (Begonia masoniana) 0.6852 0.9812 0.8069 213 Jade plant (Crassula ovata) 0.8052 0.5849 0.6776 212 Kalanchoe 0.6090 0.7606 0.6764 213 Lilium (Hemerocallis) 0.8722 0.9340 0.9021 212 Lily of the valley (Convallaria majalis) 0.9327 0.9811 0.9563 212 Money Tree (Pachira aquatica) 0.6667 0.0376 0.0711 213 Monstera Deliciosa (Monstera deliciosa) 0.9623 0.7217 0.8248 212 Orchid 1.0000 0.8685 0.9296 213 Parlor Palm (Chamaedorea elegans) 0.5155 0.9434 0.6667 212 Peace lily 0.9926 0.6291 0.7701 213 Poinsettia (Euphorbia pulcherrima) 0.9048 0.9858 0.9436 212 Polka Dot Plant (Hypoestes phyllostachya) 0.6581 0.9671 0.7833 213 Ponytail Palm (Beaucarnea recurvata) 0.8626 0.7406 0.7970 212 Pothos (Ivy arum) 0.8727 0.2264 0.3596 212 Prayer Plant (Maranta leuconeura) 0.5312 0.7217 0.6120 212 Rattlesnake Plant (Calathea lancifolia) 0.6596 0.8868 0.7565 212 Rubber Plant (Ficus elastica) 0.8624 0.8826 0.8724 213 Sago Palm (Cycas revoluta) 1.0000 0.9481 0.9734 212 Schefflera 0.4687 0.8821 0.6121 212 Snake plant (Sanseviera) 0.7833 0.8826 0.8300 213 Tradescantia 0.9048 0.8066 0.8529 212 Tulip 0.9476 0.9387 0.9431 212 Venus Flytrap 1.0000 0.8915 0.9426 212 Yucca 0.8318 0.8357 0.8337 213 ZZ Plant (Zamioculcas zamiifolia) 0.5562 0.9575 0.7036 212 accuracy 0.7593 9983 macro avg 0.8041 0.7593 0.7453 9983 weighted avg 0.8040 0.7593 0.7453 9983 ```