Dataset Versions
Versions
v1
2024-07-08 10:41pm
Generated on Jul 8, 2024
3452 Total Images
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Dataset Split
Train Set 79%
2712Images
Valid Set 12%
408Images
Test Set 10%
332Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -24% and +24%
Noise: Up to 0.1% of pixels