kuyu Computer Vision Model

byjiveTask:
Object Detection
License:CC BY 4.01 view
Dataset Version
v1

2024-01-24 2:39pm

Generated on Jan 24, 2024

Dataset Split

Train Set 87%
87Images
Valid Set 8%
8Images
Test Set 5%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±12° Horizontal, ±8° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%
Noise: Up to 0.1% of pixels

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