Dataset Versions
v6
Defects and Shortfeed
Generated on May 17, 2024
511 Total Images
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Dataset Split
Train Set 87%
447Images
Valid Set 8%
43Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1000x1000
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±11° Horizontal, ±11° Vertical
Hue: Between -5° and +5°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%
Blur: Up to 1.4px
Noise: Up to 0.58% of pixels