Dataset Versions

v11

2024-06-21 6:21pm

Generated on Jun 21, 2024

Dataset Split

Train Set 94%
5100Images
Valid Set 4%
200Images
Test Set 2%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1.01% of pixels

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