Dataset Versions

v7

2023-04-07 3:30pm

Generated on Apr 7, 2023

Dataset Split

Train Set 92%
369Images
Valid Set 5%
20Images
Test Set 3%
10Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 50% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 60% of images
Saturation: Between -55% and +55%
Exposure: Between -20% and +20%

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