Dataset Versions

v3

2023-09-28 1:19pm

Generated on Sep 28, 2023

Dataset Split

Train Set 87%
1119Images
Valid Set 9%
109Images
Test Set 4%
52Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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