Dataset Versions

v4

2024-01-23 11:20am

Generated on Jan 23, 2024

Dataset Split

Train Set 84%
7572Images
Valid Set 12%
1112Images
Test Set 3%
312Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px

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