Instance Segmentation Method Based on Improved Mask R-CNN for the Stacked Electronic Components

Instance Segmentation Method Based on Improved Mask R-CNN for the Stacked Electronic Components

Object-detection methods based on deep learning play an important role in achieving machine automation. In order to achieve fast and accurate autonomous detection of stacked electronic components, an instance segmentation method based on an improved Mask R-CNN algorithm was proposed. By optimizing t...

Full description

Bibliographic Details
Main Authors: Zhixian Yang, Ruixia Dong, Hao Xu, Jinan Gu
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Electronics
Subjects:
autonomous detection
electronic components
deep learning
instance segmentation
Mask R-CNN
Online Access:https://www.mdpi.com/2079-9292/9/6/886

Internet

https://www.mdpi.com/2079-9292/9/6/886

Similar Items