Dataset Versions
v1
2023-04-20 1:09am
Generated on Apr 19, 2023
88 Total Images
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Dataset Split
Train Set 95%
84Images
Valid Set %
0Images
Test Set 5%
4Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -27° and +27°
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%