Pyramid Pyramidis an open sourceWSGIweb framework based on the Model-View-Controller (MVC) architectural pattern. Pyramid is an implementation of theweb frameworksconcept. Learn how these parts fit together in theweb developmentchapter or viewall topics....
Grapevine berries undergo asynchronous growth and ripening dynamics within the same bunch. Due to the lack of efficient methods to perform sequential non-destructive measurements on a representative number of individual berries, the genetic and environme
Spatial pyramid pooling in deep convolutional networks for visual recognition. IEEE Trans Pattern Anal Mach Intel. 2015;37(9):1904–16. Article Google Scholar Girshick R. Fast r-cnn. In: Proceedings of the IEEE international conference on computer vision. Los Alamitos: Conference Publishing ...
After conducting a comprehensive comparison of the segmentation effects between DeepLab and PSPNet models on railway heritage sites using Python 3.7 in PyCharm, the PSPNet model was finally chosen (Fig. 3). The pyramid pool module is the core module of PSPNet, which can aggregate image ...
The study workflow is illustrated in Fig. 1. First, specimens were scanned and digitized into pyramid-like structured WSIs. Second, WSIs were reviewed and annotated by pathologists. Third, ROIs were extracted and cropped into tiles for model development. Fourth, the deep convolutional neural network...
method utilizing a Graph Pyramid Attention Convolutional Neural Network (GPA-Net). Comparative experiments conducted on cassava leaves, AI Challenger, and IP102 pest datasets demonstrate that the GPA-Net outperforms existing models, achieving accuracy rates of 99.0%, 97.0%, and 56.9%, respectively. ...