Dataset Versions
v3
2023-05-31 8:07pm
Generated on May 31, 2023
111 Total Images
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Dataset Split
Train Set 95%
105Images
Valid Set 3%
3Images
Test Set 3%
3Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -63° and +63°
Saturation: Between -40% and +40%
Brightness: Between -29% and +29%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%