Dataset Versions
Versions
v1
2024-09-30 6:40pm
Generated on Sep 30, 2024
530 Total Images
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Dataset Split
Train Set 90%
477Images
Valid Set 6%
32Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels