Dataset Versions

v7

2024-09-19 9:40pm

Generated on Sep 19, 2024

Dataset Split

Train Set 88%
1575Images
Valid Set 8%
150Images
Test Set 4%
75Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Noise: Up to 10% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%

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