Dataset Versions

v7

2023-12-18 10:30pm

Generated on Dec 18, 2023

Dataset Split

Train Set 88%
7875Images
Valid Set 8%
750Images
Test Set 4%
374Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Saturation: Between -80% and +80%
Brightness: Between -60% and +60%
Exposure: Between -35% and +35%
Blur: Up to 15px
Noise: Up to 7% of pixels
Cutout: 18 boxes with 15% size each

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