First 3D kernel is designed according to the structure of multi-spectral multi-temporal remote sensing data. Understanding Use Case. Basic 3d Cnn Architecture Download Scientific Diagram This study aims to propose a three-dimensional convolutional neural network 3D CNN-based one-stage model for real-time action detection in video of construction equipment ADVICE. . Updated 19 Feb 2021. Version 100 531 KB by cui. MVI status was obtained from the postoperative pathology reports. The 3D CNN-based single-stream feature extraction network and detection network are designed with the implementation of the 3D attention module and feature pyramid. However shallow neural networks are not applicable when they are utilized to deal with multi-classification. 3D convolutional neural network. Then 3D convolution is applied on those regular grids to complete various tasks eg classification segmentation 131415. This datase