Dataset Versions
v1
2024-09-26 1:00pm
Generated on Sep 26, 2024
140 Total Images
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Dataset Split
Train Set 88%
123Images
Valid Set 8%
11Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Static Crop: 35-71% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Noise: Up to 1.25% of pixels