Dataset Versions

v3

2024-03-12 3:19pm

Generated on Mar 12, 2024

Dataset Split

Train Set 88%
171Images
Valid Set 9%
17Images
Test Set 4%
7Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Bounding Box: Crop: 0% Minimum Zoom, 10% Maximum Zoom
Bounding Box: Brightness: Between -16% and +16%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels

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