roller_site Computer Vision Dataset
Dataset Version
Generated on Nov 17, 2025
Notes: 640 x 640 Rotation / Shear / Hue / Saturation / Brightness / Exposure / Blur / Noise
786 Total Images
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Dataset Split
Train Set 95%
750Images
Valid Set 3%
24Images
Test Set 2%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 5
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±12° Vertical
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 3.6px
Noise: Up to 0.54% of pixels