本文整理汇总了Python中Detector.Detector.gridSearchSingleSet方法的典型用法代码示例。如果您正苦于以下问题：Python Detector.gridSearchSingleSet方法的具体用法？Python Detector.gridSearchSingleSet怎么用？Python Detector.gridSearchSingleSet使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类Detector.Detector的用法示例。
在下文中一共展示了Detector.gridSearchSingleSet方法的1个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: Smit
# 需要导入模块: from Detector import Detector [as 别名]
# 或者: from Detector.Detector import gridSearchSingleSet [as 别名]
from Detector import Detector
__author__ = 'Rik Smit ([email protected])'
projectDirectory = '/home/rik-target/owncloud-rixmit/Studie/Droneproject/dataset/cows/'
datasetIds = [
'DJI_0005_cut_233-244',
'DJI_0007_cut_22-65',
'DJI_0081'
]
detector = Detector(projectDirectory, datasetIds)
detector.featureType = 'HSV-HIST'
detector.classifierType = 'SVM-RBF'
datasetIdx = 0 # used for interset (which set is tested on
parameterOptions = { # lists of different classifier parameters values that should be tested
'C': [1, 2, 3, 4, 5, 8, 16, 32, 64, 128, 256],
'gamma': [0.1, 1, 10, 100, 1000],
'n_neighbors': [1, 2, 3, 4, 5, 10]
}
# singleset test
detector.gridSearchSingleSet(parameters=parameterOptions, datasetIdx=datasetIdx)
# crossset test
detector.gridSearch(parameters=parameterOptions)