Grietas Computer Vision Dataset

byairobTask:
Object Detection
License:CC BY 4.07 views1 download
Dataset Version
v1

2024-03-21 2:39pm

Generated on Mar 21, 2024

Dataset Split

Train Set 88%
72Images
Valid Set 8%
7Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.22% of pixels

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