Dataset Versions

v1

2023-07-20 8:48am

Generated on Jul 20, 2023

Dataset Split

Train Set 99%
792Images
Valid Set 1%
8Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 13% of images
Blur: Up to 0.5px
Noise: Up to 1% of pixels

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