Dataset Versions
Versions
v1
2023-05-10 5:32pm
Generated on May 10, 2023
345 Total Images
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Dataset Split
Train Set 96%
330Images
Valid Set 3%
12Images
Test Set 1%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Grayscale: Apply to 50% of images
Hue: Between -90° and +90°
Saturation: Between -50% and +50%
Brightness: Between -50% and +50%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 5% of pixels
