Dataset Versions
Versions
v1
2024-10-15 10:40am
Generated on Oct 15, 2024
1577 Total Images
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Dataset Split
Train Set 88%
1380Images
Valid Set 8%
131Images
Test Set 4%
66Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 128x128
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 100% of images
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 1.49% of pixels