Granules Dataset
Versions
v1
2024-07-30 7:18pm
Generated on Jul 30, 2024
1037 Total Images
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Dataset Split
Train Set 90%
933Images
Valid Set %
0Images
Test Set 10%
104Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 720x720
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 15% size each