Dataset Versions
v5
2024-05-08 10:44am
Generated on May 8, 2024
323 Total Images
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Dataset Split
Train Set 85%
273Images
Valid Set 7%
23Images
Test Set 8%
27Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Exposure: Between -10% and +10%
Blur: Up to 2.7px
Noise: Up to 1.84% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels