基于matlab深度学习工具箱来设计卷积神经网络用来对图像上的水体部分进行识别,并生成水体陆地二值化图像。采用的是9层卷积神经网络用来对图像进行特征提取和分类,水体识别的准确率可以达到96%以上。
Last updated: 1 year agoLandslide susceptibility mapping by deep learning and slope unit
Last updated: 1 year agor.landslide is a free and open source add-on to the open source Geographic Information System (GIS) GRASS software for the mapping of landslide susceptiblity. The tool was developed in Python language and works on the basis of Artificial Neural Networks (ANNs) fed with environmental parameters and landslide databases. The module can be used by natural disaster management bodies and land use planning organs as a support tool for the elaboration of landslide susceptibility maps in an agile and efficient manner.
Last updated: 1 year agoThis is an one class classification problem, which is based on support vecter domain description (SVDD)and Sequential minimal optimization(SMO)algorithm. This work has been tested on pubilc data set, like Iris data set from http://archive.ics.uci.edu/ml/datasets/Iris.
Last updated: over 1 year agoOne-Class SVM implementations for temporal segmentation of human activities
Last updated: over 1 year agoFor macOS.百度网盘 破解SVIP、下载速度限制~
Last updated: over 1 year ago