Dataset Versions
Versions
v1
2024-06-12 6:59pm
Generated on Jun 12, 2024
453 Total Images
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Dataset Split
Train Set 87%
396Images
Valid Set 8%
38Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels