only size-1 arrays can be converted to Python scalars
2021-06-16 22:06
标签:pen att otl known python版本 erro type create \n python版本:3.6.5 opencv版本:3.2.0 使用的jupyter notebook 源码如下: 错误如下: 错误原因: 传递的参数错误 train函数中第二个参数应该是数组的布局方式 应该根据传入数组的形式填cv2.ml.ROW_SAMPLE或者cv2.ml.COL_SAMPLE 例如我的就是 参考地址:https://stackoverflow.com/questions/33975695/type-error-only-length-1-arrays-can-be-converted-to-python-scalars only size-1 arrays can be converted to Python scalars 标签:pen att otl known python版本 erro type create \n 原文地址:https://www.cnblogs.com/Summerio/p/9723099.htmlimport cv2
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
# Feature set containing (x,y) values of 25 known/training data
trainData = np.random.randint(0,100,(25,2)).astype(np.float32)
# Labels each one either Red or Blue with numbers 0 and 1
responses = np.random.randint(0,2,(25,1)).astype(np.float32)
# Take Red families and plot them
red = trainData[responses.ravel()==0]
plt.scatter(red[:,0],red[:,1],80,‘r‘,‘^‘)
# Take Blue families and plot them
blue = trainData[responses.ravel()==1]
plt.scatter(blue[:,0],blue[:,1],80,‘b‘,‘s‘)
# plt.show()
newcomer = np.random.randint(0,100,(1,2)).astype(np.float32)
plt.scatter(newcomer[:,0],newcomer[:,1],80,‘g‘,‘o‘)
knn = cv2.ml.KNearest_create()
knn.train(trainData,responses)
ret, results, neighbours ,dist = knn.findNearest(newcomer, 3)
print ("result: ", results,"\n")
print ("neighbours: ", neighbours,"\n")
print ("distance: ", dist)
plt.show()
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
knn.train(trainData,cv2.ml.ROW_SAMPLE,responses)
文章标题:only size-1 arrays can be converted to Python scalars
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