Inspection of Defects in Weld Using Differential Array ECT Probe and Deep Learning Algorithm.
Xinchen TaoLei PengYu TaoChaofeng YePublished in: IEEE Trans. Instrum. Meas. (2021)
Keyphrases
- learning algorithm
- defect detection
- automated visual inspection
- automatic inspection
- quality control
- printed circuit boards
- vision system
- reinforcement learning
- machine learning algorithms
- machine learning
- active learning
- training data
- back propagation
- learning process
- eddy current
- learning problems
- machine vision
- training samples
- multi task learning
- hand eye calibration
- defect classification
- learning scheme
- generalization ability
- training examples
- generalization error
- magnetic field
- learning tasks
- transfer learning
- hypothesis space
- deep learning
- labeled data
- high speed
- high resolution
- artificial neural networks
- image processing
- data sets