Dataset Versions
v1
2024-11-03 5:02am
Generated on Nov 3, 2024
1296 Total Images
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Dataset Split
Train Set 88%
1134Images
Valid Set 8%
108Images
Test Set 4%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels