4 Computer Vision Model

byledTask:
Object Detection
License:CC BY 4.0
Dataset Version
v2

2025-03-24 4:17pm

Generated on Mar 24, 2025

Dataset Split

Train Set 89%
123Images
Valid Set 6%
9Images
Test Set 5%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1025x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -27% and +27%
Brightness: Between -23% and +23%
Blur: Up to 2.5px

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