Dataset Versions
Versions
v1
2024-10-14 5:10pm
Generated on Oct 14, 2024
7688 Total Images
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Dataset Split
Train Set 100%
7662Images
Valid Set %
0Images
Test Set 0%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -17° and +17°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -37% and +37%
Brightness: Between -37% and +37%
Exposure: Between -16% and +16%
Blur: Up to 2.1px
Noise: Up to 2.16% of pixels
Cutout: 5 boxes with 14% size each