Dataset Versions
Versions
v1
2023-07-04 3:15am
Generated on Jul 3, 2023
69 Total Images
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Dataset Split
Train Set 87%
60Images
Valid Set 7%
5Images
Test Set 6%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels