Dataset Versions

v6

2023-12-17 8:13am

Generated on Dec 17, 2023

Dataset Split

Train Set 88%
6624Images
Valid Set 8%
631Images
Test Set 4%
314Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Saturation: Between -60% and +60%
Brightness: Between -60% and +60%
Exposure: Between -30% and +30%
Blur: Up to 10px
Noise: Up to 3% of pixels
Cutout: 15 boxes with 15% size each

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