Dataset Versions

v3

2023-10-10 11:23am

Generated on Oct 10, 2023

Dataset Split

Train Set 98%
11649Images
Valid Set 1%
173Images
Test Set 0%
21Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±19° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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