Dataset Versions
Versions
v1
v1
Generated on Oct 30, 2021
9984 Total Images
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Dataset Split
Train Set 96%
9621Images
Valid Set %
0Images
Test Set 4%
363Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 150x150
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: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%