jamia milia islamia

classification of disaster events

Object Detection

classification of disaster events Image Dataset

v1

2022-06-18 5:39pm

Generated on Jun 18, 2022

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Dataset Split

Train Set 85%
1944Images
Valid Set 8%
185Images
Test Set 7%
152Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels