Dataset Versions

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PrototypeDataset
v1
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a year ago
v1

PrototypeDataset

Generated on Feb 8, 2024
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Dataset Split

Train Set 92%
39492Images
Valid Set 4%
1644Images
Test Set 4%
1644Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 3 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.01% of pixels

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