Dataset Versions

Try Pre-Trained Model

2024-03-05 4:10pm

2024-01-16 2:11pm

v3

LastVer

Generated on Mar 7, 2024

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5207 Total Images

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Dataset Split

Train Set 87%

4551Images

Valid Set 8%

435Images

Test Set 4%

221Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3

Shear: ±7° Horizontal, ±7° Vertical

Hue: Between -15° and +15°

Saturation: Between -30% and +30%

Brightness: Between -25% and +25%

Exposure: Between -15% and +15%

Blur: Up to 1.8px

Noise: Up to 1.25% of pixels

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