Automated Defect Detection of Screws in the Manufacturing Industry Using Convolutional Neural Networks.
Johannes BreitenbachIsabelle EckertVanessa MahalHermann BaumgartlRicardo BuettnerPublished in: HICSS (2022)
Keyphrases
- manufacturing industry
- defect detection
- convolutional neural networks
- supply chain management
- convolutional network
- semi automated
- automated visual inspection
- logistics industry
- feature extraction
- fully automated
- data sets
- semi automatic
- data driven
- textured surfaces
- manufacturing companies
- learning algorithm
- computer assisted
- supply chain
- evolutionary algorithm
- image processing
- artificial intelligence
- neural network
- real time