Dataset Versions

v5

2024-11-25 4:11pm

Generated on Nov 25, 2024

Dataset Split

Train Set 83%
180Images
Valid Set 11%
24Images
Test Set 6%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Noise: Up to 1.64% of pixels

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