Nipuni Cabral

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snakeclaasfinal

Classification

snakeclaasfinal Image Dataset

Versions
2024-05-02 4:51am
v1
May 1, 2024
v1

2024-05-02 4:51am

Generated on May 1, 2024
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11999 Total Images

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Dataset Split

Train Set 94%
11305Images
Valid Set 4%
463Images
Test Set 2%
231Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels