Dataset Versions
v5
2024-11-01 10:33am
Generated on Nov 1, 2024
1274 Total Images
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Dataset Split
Train Set 97%
1239Images
Valid Set 2%
24Images
Test Set 1%
11Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -45% and +45%
Brightness: Between -15% and +0%
Blur: Up to 2.2px
Noise: Up to 1.05% of pixels