Dataset Versions
Versions
v1
2024-05-28 5:21pm
Generated on May 28, 2024
836 Total Images
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Dataset Split
Train Set 88%
732Images
Valid Set 8%
68Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 35-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Noise: Up to 1.84% of pixels