Dataset Versions

v12

2023-12-13 11:32am

Generated on Dec 13, 2023

Dataset Split

Train Set 92%
1416Images
Valid Set 8%
120Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 224x224
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 62% Maximum Zoom
Rotation: Between -24° and +24°
Shear: ±10° Horizontal, ±11° Vertical
Brightness: Between -60% and +60%
Exposure: Between -12% and +12%
Blur: Up to 2.75px
Noise: Up to 5% of pixels

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