Dataset Versions

v1

2023-12-21 12:26am

Generated on Dec 20, 2023

Dataset Split

Train Set 87%
12129Images
Valid Set 8%
1159Images
Test Set 4%
580Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels

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