Coffee leaf detection

RocoleM

Classification

RocoleM Image Dataset

v1

2023-07-08 10:36pm

Generated on Jul 8, 2023

Dataset Split

Train Set 92%
5215Images
Valid Set 5%
298Images
Test Set 3%
149Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±13° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Rust level 1 2 3 4, red mite spider, healthy coffee leaves
1493 images