A lightweight deep learning algorithm for inspection of laser welding defects on safety vent of power battery.
Yatao YangRunze YangLonghui PanJunxian MaYishuang ZhuTao DiaoLi ZhangPublished in: Comput. Ind. (2020)
Keyphrases
- lightweight
- learning algorithm
- defect detection
- automated visual inspection
- electric vehicles
- automatic inspection
- power consumption
- machine learning algorithms
- energy management
- vision system
- quality control
- battery powered
- printed circuit boards
- wireless sensor networks
- machine learning
- training data
- active learning
- reinforcement learning
- handheld devices
- dos attacks
- power distribution
- communication infrastructure
- deep learning
- development environments
- machine vision
- welding process
- back propagation