Dataset Versions

v13

2024-05-15 1:17pm

Generated on May 15, 2024

Dataset Split

Train Set 94%
1029Images
Valid Set 4%
42Images
Test Set 2%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 1024x1024
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 18% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -11% and +11%
Noise: Up to 0.04% of pixels
Mosaic: Applied

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