Dataset Versions

v4

2023-12-11 2:22pm

Generated on Dec 11, 2023

Dataset Split

Train Set 88%
2481Images
Valid Set 8%
236Images
Test Set 4%
118Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 3% of pixels

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