snake Dataset

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2024-06-06 3:41am
v4
·
a month ago
v4

2024-06-06 3:41am

Generated on Jun 6, 2024
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172 Total Images

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Dataset Split

Train Set 92%
159Images
Valid Set 8%
13Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.1px
Noise: Up to 1.96% of pixels