Dataset Versions
v2
2023-06-10 10:28am
Generated on Jun 10, 2023
2382 Total Images
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Dataset Split
Train Set 88%
2085Images
Valid Set 8%
197Images
Test Set 4%
100Images
Preprocessing
Auto-Orient: Applied
Static Crop: 41-63% Horizontal Region, 38-87% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Hue: Between -30° and +30°
Brightness: Between -17% and +17%
Blur: Up to 0.5px
Noise: Up to 2% of pixels