Total runs:
170.5K
Run Growth:
157.6K
Growth Rate:
90.12%
Sponsored by
APIMart
dima806 / house-plant-image-detection
Model's Last Updated: October 19 2024
image-classification
Introduction of house-plant-image-detection
Model Details of house-plant-image-detection
Predicts house plant type based on an image.
See https://www.kaggle.com/code/dima806/house-plant-image-detection-vit for more details.
Classification report:
precision recall f1-score support
African Violet (Saintpaulia ionantha) 0.0000 0.0000 0.0000 27
Aloe Vera 0.0000 0.0000 0.0000 27
Anthurium (Anthurium andraeanum) 0.0278 0.0370 0.0317 27
Areca Palm (Dypsis lutescens) 0.0000 0.0000 0.0000 27
Asparagus Fern (Asparagus setaceus) 0.0000 0.0000 0.0000 27
Begonia (Begonia spp.) 0.0000 0.0000 0.0000 26
Bird of Paradise (Strelitzia reginae) 0.0000 0.0000 0.0000 27
Birds Nest Fern (Asplenium nidus) 0.0818 0.3333 0.1314 27
Boston Fern (Nephrolepis exaltata) 0.0000 0.0000 0.0000 26
Calathea 0.0000 0.0000 0.0000 26
Cast Iron Plant (Aspidistra elatior) 0.0000 0.0000 0.0000 26
Chinese Money Plant (Pilea peperomioides) 0.1408 0.3846 0.2062 26
Chinese evergreen (Aglaonema) 0.0164 0.0385 0.0230 26
Christmas Cactus (Schlumbergera bridgesii) 0.0000 0.0000 0.0000 27
Chrysanthemum 0.0000 0.0000 0.0000 26
Ctenanthe 0.0000 0.0000 0.0000 26
Daffodils (Narcissus spp.) 0.0000 0.0000 0.0000 27
Dracaena 0.0000 0.0000 0.0000 27
Dumb Cane (Dieffenbachia spp.) 0.0000 0.0000 0.0000 27
Elephant Ear (Alocasia spp.) 0.0000 0.0000 0.0000 26
English Ivy (Hedera helix) 0.0000 0.0000 0.0000 27
Hyacinth (Hyacinthus orientalis) 0.7500 0.4444 0.5581 27
Iron Cross begonia (Begonia masoniana) 0.2812 0.3462 0.3103 26
Jade plant (Crassula ovata) 0.0000 0.0000 0.0000 27
Kalanchoe 0.0789 0.1111 0.0923 27
Lilium (Hemerocallis) 0.1000 0.0385 0.0556 26
Lily of the valley (Convallaria majalis) 0.2368 0.3333 0.2769 27
Money Tree (Pachira aquatica) 0.0000 0.0000 0.0000 27
Monstera Deliciosa (Monstera deliciosa) 0.0000 0.0000 0.0000 26
Orchid 0.0000 0.0000 0.0000 26
Parlor Palm (Chamaedorea elegans) 0.0000 0.0000 0.0000 27
Peace lily 0.0000 0.0000 0.0000 27
Poinsettia (Euphorbia pulcherrima) 0.0476 0.0385 0.0426 26
Polka Dot Plant (Hypoestes phyllostachya) 0.1212 0.1538 0.1356 26
Ponytail Palm (Beaucarnea recurvata) 0.0769 0.1154 0.0923 26
Pothos (Ivy arum) 0.0000 0.0000 0.0000 26
Prayer Plant (Maranta leuconeura) 0.0408 0.0741 0.0526 27
Rattlesnake Plant (Calathea lancifolia) 0.0704 0.1852 0.1020 27
Rubber Plant (Ficus elastica) 0.0000 0.0000 0.0000 26
Sago Palm (Cycas revoluta) 0.0000 0.0000 0.0000 26
Schefflera 0.0000 0.0000 0.0000 27
Snake plant (Sanseviera) 0.2000 0.7037 0.3115 27
Tradescantia 0.1111 0.0385 0.0571 26
Tulip 0.2500 0.1111 0.1538 27
Venus Flytrap 0.0000 0.0000 0.0000 27
Yucca 0.0000 0.0000 0.0000 27
ZZ Plant (Zamioculcas zamiifolia) 0.1780 0.8077 0.2917 26
accuracy 0.0913 1248
macro avg 0.0598 0.0914 0.0622 1248
weighted avg 0.0599 0.0913 0.0623 1248
Runs of dima806 house-plant-image-detection on huggingface.co
94
Total runs
0
24-hour runs
-11
3-day runs
-33
7-day runs
-87
30-day runs
More Information About house-plant-image-detection huggingface.co Model
Url of house-plant-image-detection
house-plant-image-detection huggingface.co Url
Provider of house-plant-image-detection huggingface.co
Other API from dima806
Updated:October 28 2024
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53.2K
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