Developed and deployed a CNN-based image classification model on the ESP32-S3-EYE platform for real-time plant health monitoring. Model optimized using TensorFlow Lite for microcontrollers.
Hardware Setup
The workflow is as follows:
CNN Model architecture
Dataset
Model Performance
Images after data augmentation
Sample Predictions
RESULTS:
Detection Result of Mint leaves for various categories on LCD
Serial Port output
