Dataset Versions
Versions
v1
2023-07-09 8:10pm
Generated on Jul 9, 2023
1052 Total Images
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Dataset Split
Train Set 88%
924Images
Valid Set 8%
84Images
Test Set 4%
44Images
Preprocessing
Auto-Orient: Applied
Static Crop: 24-75% Horizontal Region, 23-76% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels