Nadim Ahmed

Circuit Component Detection

Object Detection

Circuit Component Detection Image Dataset

v17

2024-05-22 5:02pm

Generated on May 22, 2024

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Dataset Split

Train Set 100%
8939Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fit (white edges) in 2000x2000

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 0.22% of pixels