Dataset Versions
v3
augmented
Generated on Sep 3, 2020
6921 Total Images
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Dataset Split
Train Set 92%
6375Images
Valid Set 5%
364Images
Test Set 3%
182Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 5
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -7° and +7°
Brightness: Between -8% and +8%
Exposure: Between -6% and +6%
Cutout: 4 boxes with 9% size each