Dataset Versions

v1

circuit_components_10

Generated on Feb 17, 2022

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Dataset Split

Train Set 90%
201Images
Valid Set 4%
9Images
Test Set 6%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom