Dataset Versions

v8

2024-08-24 4:03pm

Generated on Aug 24, 2024

Dataset Split

Train Set 89%
1254Images
Valid Set 7%
102Images
Test Set 3%
47Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±14° Horizontal, ±14° Vertical
Grayscale: Apply to 6% of images
Hue: Between -25° and +25°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -19% and +19%
Blur: Up to 1.5px
Noise: Up to 2.28% of pixels
Bounding Box: Noise: Up to 0.04% of pixels

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