Orange3 Visual Programming Tool Introduction
by 吳俊逸 2019-12-30 18:23:58, Reply(0), Views(37)
We use the visual programming toolbox Orange3 to simplify image analysis by integrating deep learning embedding, machine learning procedures, and data visualization. Orange supports the construction of data analysis workflows by assembling components for data preprocessing, visualization, and modeling. We equipped Orange with components that use pretrained deep convolutional networks to profile images with vectors of features. These vectors are used in image clustering and classification in a framework that enables mining of image sets for both novel and experienced users.
Hierarchial clustering supports interactive cluster selection.
Data can contain references to images.
Finding common misclassifications of three predictive models.