ai-in-farming

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darsan-in /WiseFarmer

This project is an AI-powered plant disease prediction tool utilizing Convolutional Neural Networks (CNN). It is specialized for identifying diseases in maize, potato, tomato, and rice crops, helping farmers and agricultural professionals detect and manage crop diseases early.

cnn plant-pathology research-and-development food-security precision-farming plant-disease-prediction crop-management open-source-ai agricultural-technology ai-in-farming crop-disease-diagnosis ai-agriculture maize-disease-detection potato-disease-detection tomato-disease-detection rice-disease-detection deep-learning-in-agriculture agricultural-education agricultural-monitoring agriculture-innovation

UpdatedJan 9, 2025
C++

VaradhKaushik /CassavaHealth-AI

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Based on my published research paper, this project uses a "One-vs-All" deep learning approach with EfficientNet B4 to classify cassava leaf diseases. Integrated into an Android app, it helps farmers detect diseases early, supporting sustainable farming and reducing crop losses.

deep-learning android-development convolutional-neural-networks efficientnet agriculture-technology ai-in-farming plant-health-monitoring