Dataset Versions

v8

2024-09-19 9:54pm

Generated on Sep 19, 2024

Dataset Split

Train Set 82%
1050Images
Valid Set 12%
150Images
Test Set 6%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320
Grayscale: Applied
Filter Null: Require at least 10% of images to contain annotations.

Augmentations

Outputs per training example: 2
Noise: Up to 10% of pixels
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%

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