Dataset Versions

v4

2023-09-02 11:27am

Generated on Sep 2, 2023

Dataset Split

Train Set 88%
2505Images
Valid Set 8%
237Images
Test Set 4%
117Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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