Dataset Versions
v5
2023-09-22 12:03pm
Generated on Sep 22, 2023
5360 Total Images
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Dataset Split
Train Set 88%
4692Images
Valid Set 8%
448Images
Test Set 4%
220Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels