Dataset Versions

v12

2024-09-20 4:59pm

Generated on Sep 20, 2024

Dataset Split

Train Set 93%
1464Images
Valid Set 5%
80Images
Test Set 2%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.46% of pixels

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