Dataset Versions
v4
2024-05-06 8:07pm
Generated on May 7, 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
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Blur: Up to 2.7px
Noise: Up to 1.84% of pixels
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