Dataset Versions
Versions
v1
2023-05-14 12:29pm
Generated on May 14, 2023
749 Total Images
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Dataset Split
Train Set 87%
651Images
Valid Set 8%
58Images
Test Set 5%
40Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels