Dataset Versions
Versions
v3
2024-12-14 1:01am
Generated on Dec 14, 2024
1756 Total Images
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Dataset Split
Train Set 87%
1536Images
Valid Set 8%
147Images
Test Set 4%
73Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±14° Horizontal, ±38° Vertical
Brightness: Between -28% and +28%
Exposure: Between -42% and +42%
Blur: Up to 2.5px
Cutout: 14 boxes with 10% size each