Oxford 17 Flowers CNN
Small custom CNN trained on the
Oxford 17 Flowers dataset.
Classifies RGB images into 17 flower categories.
Quick start
pip install torch torchvision huggingface_hub pillowDownload the script and run it on any image:
1huggingface-cli download darjja/oxford-17-flowers-cnn predict.py --local-dir .
2python predict.py your_flower.jpg
3python predict.py your_flower.jpg --top 5
The script downloads weights, config, and model code from this repo automatically.
Classes
Bluebell, Buttercup, Coltsfoot, Cowslip, Crocus, Daffodil, Daisy, Dandelion, Fritillary, Iris, Lilyvalley, Pansy, Snowdrop, Sunflower, Tigerlily, Tulip, Windflower
