Dataset Versions

v3

2024-08-20 1:15am

Generated on Aug 20, 2024

Dataset Split

Train Set 92%
12000Images
Valid Set 8%
1000Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Tile: 4 rows x 5 columns

Augmentations

Outputs per training example: 5
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.72% of pixels

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