Dataset Versions
v1
2023-06-02 4:04pm
Generated on Jun 2, 2023
25 Total Images
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Dataset Split
Train Set 84%
21Images
Valid Set 8%
2Images
Test Set 8%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Noise: Up to 5% of pixels