nghianguyen7171 / beehealth

Bee health management - AI project topic

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Bee disease data collection, processing and detection

Bee health management - AI project topic

Abstract

On the honeybee data collecting and processing task, there are many failures due to beekeeping farmers’ non-cooperation (dislikes profit-making companies). This leads to difficulties in identifying and processing honey bee data such as mixing poor quality samples or not being able to detect diseases in bees. From the above needs, this project develops a system applying artificial intelligence combined with deep learning techniques for the identification of honey bee diseases based on images of bees or honeycombs.

System pipeline

vgg16_xml-overall drawio

vgg16_xml drawio VGG-16 architecture

Website interface

analysis1 train pred

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Bee health management - AI project topic


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Language:Jupyter Notebook 91.3%Language:Python 8.7%