Dataset Versions
Versions
v1
2024-10-21 8:23am
Generated on Oct 21, 2024
177 Total Images
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Dataset Split
Train Set 88%
156Images
Valid Set 8%
14Images
Test Set 4%
7Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 18% Maximum Zoom