Bird_image Dataset

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2024-01-15 1:23pm

Generated on Jan 15, 2024
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492 Total Images

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Dataset Split

Train Set 94%
462Images
Valid Set 3%
17Images
Test Set 3%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Hue: Between -16° and +16°
Saturation: Between -16% and +16%
Brightness: Between -17% and +17%
Exposure: Between -6% and +6%
Noise: Up to 1.37% of pixels
Mosaic: Applied
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -20% and +20%

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