Dataset PS1 Image Dataset
v4
2023-07-01 5:18pm
Generated on Jul 1, 2023
605 Total Images
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Dataset Split
Train Set 92%
555Images
Valid Set 6%
35Images
Test Set 2%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 2048x1152
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
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