deer_take_2 Dataset

v2

2023-10-03 6-34am

Generated on Oct 3, 2023

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Dataset Split

Train Set 86%
1518Images
Valid Set 9%
152Images
Test Set 5%
89Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -22° and +22°
Grayscale: Apply to 80% of images
Saturation: Between -44% and +44%
Brightness: Between -63% and +63%
Blur: Up to 1.75px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -65% and +65%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 5% of pixels

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