Can You Computer Vision Model

byGDP2024Task:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v2

2025-02-26 1:55pm

Generated on Feb 26, 2025

Dataset Split

Train Set 82%
4350Images
Valid Set 13%
714Images
Test Set 5%
258Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±10° Horizontal, ±12° Vertical
Saturation: Between -34% and +34%
Brightness: Between -18% and +18%
Noise: Up to 1.13% of pixels
Cutout: 3 boxes with 8% size each

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