Dataset Versions
v7
2023-06-28 12:02am
Generated on Jun 27, 2023
1311 Total Images
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Dataset Split
Train Set 90%
1179Images
Valid Set 6%
77Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Exposure: Between -20% and +20%
Noise: Up to 4% of pixels