mie Computer Vision Dataset

byTestingTask:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v1

2024-11-26 3:01pm

Generated on Nov 26, 2024

Dataset Split

Train Set 86%
111Images
Valid Set 13%
17Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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