Smoke

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smoke5.1

Classification

smoke5.1 Image Dataset

Versions
2022-05-01 3:15pm
v1
·
2 years ago
v1

2022-05-01 3:15pm

Generated on May 1, 2022
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1671 Total Images

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Dataset Split

Train Set 82%
1368Images
Valid Set 13%
224Images
Test Set 5%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels