Jasper Manlangit Morales

Color

Classification

Color Image Dataset

v5

2024-04-17 2:23am

Generated on Apr 16, 2024

Dataset Split

Train Set 92%
948Images
Valid Set 4%
40Images
Test Set 4%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -10% and +10%
Noise: Up to 0.1% of pixels