python - 'cv2.face_BasicFaceRecognizer' 对象没有属性 'getParams' Python

Question

我在使用 OpenCV 和 Python 创建人脸识别系统时遇到了一些问题。我试图使用 Philipp Wagner 提供的文档，我有以下代码:

import os
import sys
import cv2
import numpy as np

def normalize(X, low, high, dtype=None):
    """Normalizes a given array in X to a value between low and high."""
    X = np.asarray(X)
    minX, maxX = np.min(X), np.max(X)
    # normalize to [0...1].
    X = X - float(minX)
    X = X / float((maxX - minX))
    # scale to [low...high].
    X = X * (high-low)
    X = X + low
    if dtype is None:
        return np.asarray(X)
    return np.asarray(X, dtype=dtype)


def read_images(path, sz=None):
    """Reads the images in a given folder, resizes images on the fly if size is given.
    Args:
        path: Path to a folder with subfolders representing the subjects (persons).
        sz: A tuple with the size Resizes
    Returns:
        A list [X,y]

            X: The images, which is a Python list of numpy arrays.
            y: The corresponding labels (the unique number of the subject, person) in a Python list.
    """
    c = 0
    X,y = [], []
    for dirname, dirnames, filenames in os.walk(path):
        for subdirname in dirnames:
            subject_path = os.path.join(dirname, subdirname)
            for filename in os.listdir(subject_path):
                try:
                    im = cv2.imread(os.path.join(subject_path, filename), cv2.IMREAD_GRAYSCALE)
                # resize to given size (if given)
                    if (sz is not None):
                        im = cv2.resize(im, sz)
                    X.append(np.asarray(im, dtype=np.uint8))
                    y.append(c)
                except IOError, (errno, strerror):
                    print "I/O error({0}): {1}".format(errno, strerror)
                except:
                    print "Unexpected error:", sys.exc_info()[0]
                    raise
            c = c+1
    return [X,y]

if __name__ == "__main__":
    out_dir = None

    if len(sys.argv) < 2:
        print "USAGE: facerec_demo.py </path/to/images> [</path/to/store/images/at>]"
        sys.exit()

    [X,y] = read_images(sys.argv[1])

    y = np.asarray(y, dtype=np.int32)
    # If a out_dir is given, set it:
    if len(sys.argv) == 3:
        out_dir = sys.argv[2]

    model = cv2.face.createEigenFaceRecognizer()
    model.train(np.asarray(X), np.asarray(y))
    model.save('individual.xml')

    [p_label, p_confidence] = model.predict(np.asarray(X[0]))
    # Print it:
    print "Predicted label = %d (confidence=%.2f)" % (p_label, p_confidence)

    print model.getParams()
    # Now let's get some data:
    mean = model.getMat("mean")
    eigenvectors = model.getMat("eigenvectors")
    # We'll save the mean, by first normalizing it:
    mean_norm = normalize(mean, 0, 255, dtype=np.uint8)
    mean_resized = mean_norm.reshape(X[0].shape)
    if out_dir is None:
        cv2.imshow("mean", mean_resized)
    else:
        cv2.imwrite("%s/mean.png" % (out_dir), mean_resized)
    for i in xrange(min(len(X), 16)):
        eigenvector_i = eigenvectors[:,i].reshape(X[0].shape)
        eigenvector_i_norm = normalize(eigenvector_i, 0, 255, dtype=np.uint8)
        if out_dir is None:
            cv2.imshow("%s/eigenface_%d" % (out_dir,i), eigenvector_i_norm)
        else:
            cv2.imwrite("%s/eigenface_%d.png" % (out_dir,i), eigenvector_i_norm)

    if out_dir is None:
        cv2.waitKey(0)

但它让我收到以下错误:

print model.getParams()
AttributeError: 'cv2.face_BasicFaceRecognizer' object has no attribute   'getParams'

知道为什么我无法获取任何参数吗？我认为这可能是因为子模块 cv2.face 的合并，因此它可能是 model.getParams() 和 getMat() 的替代品，但我只是猜测......提前致谢。

Answer 1

也许为时已晚，但这就是我所做的。

首先，查看支持你的cv2.face的方法列表

model = cv2.face.createEigenFaceRecognizer ()
help (model)

您会注意到，有一些更改不再使用:model.getMat ("mean") 现在仅使用 mean = model.getMean() .

希望对你有帮助:)