terrameal Dataset

v11

2024-06-25 10:58am

Generated on Jun 25, 2024

Dataset Split

Train Set 88%
498Images
Valid Set 8%
47Images
Test Set 4%
23Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 28-74% Vertical Region
Resize: Stretch to 240x240
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 4% Maximum Zoom
Rotation: Between -11° and +11°
Shear: ±7° Horizontal, ±11° Vertical
Saturation: Between -25% and +25%
Exposure: Between -14% and +14%
Blur: Up to 0.8px
Noise: Up to 1.6% of pixels

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