Dataset Versions
v1
2024-06-17 1:03pm
Generated on Jun 17, 2024
271 Total Images
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Dataset Split
Train Set 87%
237Images
Valid Set 8%
22Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels