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Wildfires from UAV Perspective

Classification

Wildfires from UAV Perspective Image Dataset

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Versions
2023-12-30 5:48pm
v1
·
6 months ago
v1

2023-12-30 5:48pm

Generated on Dec 30, 2023
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4035 Total Images

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Dataset Split

Train Set 88%
3534Images
Valid Set 8%
335Images
Test Set 4%
166Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels

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