Dataset Versions

v5

2023-06-20 8:09pm

Generated on Jun 20, 2023

Dataset Split

Train Set 88%
3273Images
Valid Set 7%
261Images
Test Set 5%
201Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1280x1280
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -10% and +10%
Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 5% of pixels

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