Dataset Versions
Versions
v1
2022-11-16 3:36pm
Generated on Nov 16, 2022
1776 Total Images
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Dataset Split
Train Set 88%
1554Images
Valid Set 8%
148Images
Test Set 4%
74Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels