Dataset Versions
v6
2023-06-10 8:44pm
Generated on Jun 10, 2023
936 Total Images
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Dataset Split
Train Set 70%
654Images
Valid Set 15%
141Images
Test Set 15%
141Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 244x244
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%