Dataset Versions
v3
2023-10-11 12:38am
Generated on Oct 10, 2023
140 Total Images
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Dataset Split
Train Set 88%
123Images
Valid Set 9%
12Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Cutout: 4 boxes with 32% size each
Mosaic: Applied