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Revolutionizing Coffee Farming A Mobile App With GPS-Enabled Reporting For Rapid and Accurate On-Site Detection of Coffee Leaf Diseases Using Integrated Deep Learning by KIU PUBLICATION AND EXTENSION is a document available to read on EtoBox.

What is Revolutionizing Coffee Farming A Mobile App With GPS-Enabled Reporting For Rapid and Accurate On-Site Detection of Coffee Leaf Diseases Using Integrated Deep Learning about?

The document describes a mobile app that uses deep learning and GPS to help farmers identify and manage coffee leaf diseases. The app allows farmers to take photos of diseased leaves in the field and receives accurate disease classifications in real-time. Five deep learning models were tested on the dataset, with the DenseNet model achieving 99.57% accuracy. The GPS functionality geotags images to provide location-specific information. The results show this technology could revolutionize coffee farming thro

Author

KIU PUBLICATION AND EXTENSION

Language

EN