Dataset Versions
v4
2023-08-14 11:50pm
Generated on Aug 14, 2023
418 Total Images
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Dataset Split
Train Set 93%
388Images
Valid Set 7%
30Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±26° Horizontal, ±12° Vertical
Grayscale: Apply to 25% of images
Hue: Between -21° and +21°
Brightness: Between -25% and +25%
Exposure: Between -18% and +18%
Blur: Up to 1px
Noise: Up to 2% of pixels