Dataset Versions
Versions
v1
2024-09-27 12:32pm
Generated on Sep 27, 2024
12200 Total Images
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Dataset Split
Train Set 100%
12177Images
Valid Set %
0Images
Test Set 0%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 420x340
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -24% and +24%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.21% of pixels