Dataset Versions

v2

2024-08-22 1:41pm

Generated on Aug 22, 2024

Dataset Split

Train Set 89%
1038Images
Valid Set 8%
90Images
Test Set 4%
41Images

Preprocessing

Resize: Stretch to 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 -128° and +128°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.96% of pixels

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