Dataset Versions
v6
2024-07-31 9:48am
Generated on Jul 31, 2024
208 Total Images
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Dataset Split
Train Set 88%
183Images
Valid Set 8%
17Images
Test Set 4%
8Images
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°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.48% of pixels