Dataset Versions
Versions
v1
2024-01-02 3:02pm
Generated on Jan 2, 2024
972 Total Images
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Dataset Split
Train Set 92%
897Images
Valid Set 4%
38Images
Test Set 4%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.97% of pixels
Cutout: 7 boxes with 10% size each