Dataset Versions
v1
2023-05-27 8:02pm
Generated on May 27, 2023
2299 Total Images
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Dataset Split
Train Set 88%
2013Images
Valid Set 8%
189Images
Test Set 4%
97Images
Preprocessing
Resize: Stretch to 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -51% and +51%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 10% of pixels
Mosaic: Applied