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x7 Augmentated data
v7
·
4 months ago
2024-09-06 4:39pm
v6
·
4 months ago
2024-08-26 4:58pm
v5
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4 months ago
2024-08-07 7:35pm
v3
·
5 months ago
2024-08-07 6:18pm
v1
·
5 months ago
v1

2024-08-07 6:18pm

Generated on Aug 7, 2024
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2040 Total Images

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Dataset Split

Train Set 82%
1668Images
Valid Set 11%
232Images
Test Set 7%
140Images

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
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels

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