Dataset Versions

v10

2023-03-27 11:50am

Generated on Mar 27, 2023

Dataset Split

Train Set 86%
315Images
Valid Set 8%
28Images
Test Set 7%
24Images

Preprocessing

Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -12% and +12%
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 8% of pixels

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