Guava Leaf and Fruit Disease
Abstract
1. The dataset consists of seven different guava classes—Guava Powdery Mildew, Guava Red Rust, Guava Scab Disease, Guava Sooty Mold, Guava White Fly, Healthy Fruit, and Healthy Leaf—designed for developing computer vision–based algorithms. 2. A total of 3,500 guava images were collected from real field conditions. To increase the dataset size and improve model generalization, data augmentation techniques such as shifting, flipping, zooming, shearing, brightness enhancement, and rotation were applied. As a result, 24,500 augmented images were generated from the original dataset.
Fields of Study & Subjects
Smart Agriculture and AI
Advanced Neural Network Applications
Industrial Vision Systems and Defect Detection
Publication details
- Journal / source
- Mendeley Data
- Publication date
- 23 February 2026
- Language
- EN
- Document type
- Dataset