Dataset Versions
v7
2024-06-13 12:34pm
Generated on Jun 13, 2024
19061 Total Images
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Dataset Split
Train Set 88%
16683Images
Valid Set 8%
1587Images
Test Set 4%
791Images
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: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Cutout: 3 boxes with 10% size each