Dataset Versions

v3

2022-10-29 6:04pm

Generated on Oct 29, 2022

Dataset Split

Train Set 82%
1545Images
Valid Set 9%
173Images
Test Set 9%
173Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 5% of pixels

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