Dataset Versions

Versions
2024-08-04 5:46pm
v1
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5 months ago
v1

2024-08-04 5:46pm

Generated on Aug 4, 2024
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2448 Total Images

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Dataset Split

Train Set 86%
2112Images
Valid Set 9%
216Images
Test Set 5%
120Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°

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