Dataset Versions
Versions
v3
2024-11-14 4:21pm
Generated on Nov 14, 2024
7692 Total Images
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Dataset Split
Train Set 92%
7098Images
Valid Set 8%
594Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.2px
Noise: Up to 0.3% of pixels