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This application uses a MultiModalPredictor from the AutoGluon library to classify images of bees. The model is fine-tuned on a curated dataset from inaturalist containting over 70,000 images and achieved an accuracy of 97.5%. The model evaluates the image and predicts whether it contains a honey bee, bumblebee, or a vespidae (wasp, hornet, etc.).
You may interact with this model at https://honeybeeclassification.streamlit.app/
- Developed by: Ian Horvath
- Funded by: The Honey Bee Society
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