demoforrailway

water_gun_detection

Object Detection

water_gun_detection Image Dataset

v8

2024-05-23 2:27pm

Generated on May 23, 2024

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Dataset Split

Train Set 13%
808Images
Valid Set 1%
55Images
Test Set 1%
62Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1.3px
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