Dataset Versions
v3
powder_512_aug
Generated on Feb 9, 2024
181 Total Images
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Dataset Split
Train Set 88%
159Images
Valid Set 8%
15Images
Test Set 4%
7Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal
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 0.38% of pixels