metadata
license: apache-2.0
tags:
- honeybee
- image
- insect
- bumblebee
- image classification
- autogluon
- autogluon 1.1.1
- transformers
Model Card for Model ID
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