fire-smoke Computer Vision Dataset
4990 Total Images
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Dataset Split
Train Set 88%
4365Images
Valid Set 8%
418Images
Test Set 4%
207Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 1280x1280
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.2% of pixels