Dataset Versions
Versions
v1
2023-12-23 10:36pm
Generated on Dec 23, 2023
257 Total Images
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Dataset Split
Train Set 88%
225Images
Valid Set 8%
21Images
Test Set 4%
11Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -20° and +20°
Cutout: 11 boxes with 10% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±16° Horizontal, ±15° Vertical