Dataset Versions

Versions
2024-08-04 5:33pm
v1
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3 months ago
v1

2024-08-04 5:33pm

Generated on Aug 4, 2024
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1540 Total Images

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Dataset Split

Train Set 87%
1344Images
Valid Set 8%
130Images
Test Set 4%
66Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 1 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°
Brightness: Between -15% and +15%

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