Wildfire Smoke Detection with YOLOv5 and W&B

Object Detection

Dataset Versions

v1

2022-07-26 5:01pm

Generated on Jul 26, 2022

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Dataset Split

Train Set 87%
1551Images
Valid Set 8%
147Images
Test Set 4%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%

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