Dataset Versions

v4

2023-06-20 5:17pm

Generated on Jun 20, 2023

Dataset Split

Train Set 87%
26889Images
Valid Set 7%
2066Images
Test Set 6%
1793Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (black edges) in 640x640
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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