Custom Residual Networks and Transfer Learning for Enhanced Tea Leaf Disease Detection

This dataset includes 248 images of tea leaves, categorized into five groups: Algal Leaf Spot (54 images), Brown Blight (48 images), Grey Blight (53 images), Healthy (49 images), and Red Leaf Spot (44 images). The images show tea leaves in various conditions, from healthy, disease-free leaves to those affected by different diseases. Algal Leaf Spot appears as yellowish lesions, Brown Blight causes brown, necrotic spots, Grey Blight shows greyish lesions, and Red Leaf Spot creates red circular spots. The healthy leaves are free from any visible issues. This diverse collection of images will help build a model that can accurately identify and classify different leaf diseases, contributing to better monitoring and care of tea plants.