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2024-02-14 11:36am
v4
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a year ago
2024-02-13 10:27am
v3
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a year ago
v4

2024-02-14 11:36am

Generated on Feb 14, 2024
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Dataset Split

Train Set 88%
14316Images
Valid Set 8%
1252Images
Test Set 5%
736Images

Preprocessing

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

Augmentations

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

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