ResNet34 Dataset

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2022-12-05 11:49am

Generated on Dec 5, 2022
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Dataset Split

Train Set 88%
1260Images
Valid Set 8%
120Images
Test Set 4%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each

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