metadata

license: apache-2.0
tags:
  - honeybee
  - image
  - insect
  - bumblebee
  - image classification
  - autogluon
  - autogluon 1.1.1

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