Dataset Versions
v1
2023-12-05 10:40pm
Generated on Dec 6, 2023
1981 Total Images
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Dataset Split
Train Set 88%
1734Images
Valid Set 8%
165Images
Test Set 4%
82Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each