3 papers
eess.IV2020
Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images
Qianru Zhang, Meng Zhang, Chinthaka Gamanayake +7
Quality control is of vital importance during electronics production. As the methods of producing electronic circuits improve, there is an increasing chance of solder defects durin…
cs.CV2019
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block
Guoqing Li, Meng Zhang, Qianru Zhang +7
In many real-time applications, the deployment of deep neural networks is constrained by high computational cost and efficient lightweight neural networks are widely concerned. In…
cs.LG2018
Recent Advances in Convolutional Neural Network Acceleration
Qianru Zhang, Meng Zhang, Tinghuan Chen +3
In recent years, convolutional neural networks (CNNs) have shown great performance in various fields such as image classification, pattern recognition, and multi-media compression.…