Blueberry Drone AI: Smart Farming of Blueberries using Artificial Intelligence and Autonomous Drones
Date of Presentation
4-23-2024 9:00 AM
College
College of Science & Mathematics
Faculty Sponsor(s)
Dr. Hieu Nguyen
Poster Abstract
This project seeks to assist blueberry growers in New Jersey with preventing blueberry scorch disease. Plants can’t be cured of scorch, so they have to be removed to prevent the disease from spreading to other bushes. This project aims to use object detection and classifier machine learning models in order to detect scorch disease with photos from intelligent drones. Images are first tiled, then processed through and convolutional neural network that detects scorch symptoms. Lastly, a fully connected neural network is implemented to make a final prediction.
Student Keywords
Blueberry Drone AI, Smart Farming of Blueberries, Artificial Intelligence, Autonomous Drones
Disciplines
Computer Sciences | Mathematics
Document Type
Poster
Included in
Blueberry Drone AI: Smart Farming of Blueberries using Artificial Intelligence and Autonomous Drones
This project seeks to assist blueberry growers in New Jersey with preventing blueberry scorch disease. Plants can’t be cured of scorch, so they have to be removed to prevent the disease from spreading to other bushes. This project aims to use object detection and classifier machine learning models in order to detect scorch disease with photos from intelligent drones. Images are first tiled, then processed through and convolutional neural network that detects scorch symptoms. Lastly, a fully connected neural network is implemented to make a final prediction.