我正在编写一个面部识别程序,但我不断收到此错误,我只是非常困惑,我在网络上没有看到其他示例,人们在转换为 UMat 时包含范围
Traceback (most recent call last):
File "test.py", line 48, in <module>
test_photos()
File "test.py", line 40, in test_photos
face, rect = detect_face(test_photo)
File "test.py", line 15, in detect_face
imgUMat = cv2.UMat(img)
TypeError: UMat() missing required argument 'ranges' (pos 2)
我的代码是
def detect_face(img):
imgUMat = cv2.UMat(img)
gray = cv2.cvtColor(imgUMat, cv2.COLOR_BGR2GRAY)
face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + "haarcascade_frontalface_default.xml")
faces = face_cascade.detectMultiScale(gray, scaleFactor=1.2, minNeighbors=5)
if (len(faces)==0):
return None, None
(x, y, w, h) = faces[0]
gray = gray.get()
return gray[y:y+h,x:x+w], faces[0]
def prepare_training_data():
faces = []
labels = []
for img in photo_name_list: #a collection of file locations as strings
image = cv2.imread(img)
face, rect = detect_face(image)
if face is not None:
faces.append(face)
labels.append(me)
return faces, labels
def test_photos():
face_recognizer = cv2.face.LBPHFaceRecognizer_create()
faces, labels = prepare_training_data()
face_recognizer.train(np.array(faces), np.array(labels))
face, rect = detect_face(test_photo)
label = face_recognizer.predict(face)
if label == me:
print("it's me")
else:
print("it's not me")
test_photos()
如果我不使用 UMat() 那么我会收到此错误:
Traceback (most recent call last):
File "test.py", line 48, in <module>
test_photos()
File "test.py", line 40, in test_photos
face, rect = detect_face(test_photo)
File "test.py", line 16, in detect_face
gray = cv2.cvtColor(imgUMat, cv2.COLOR_BGR2GRAY)
TypeError: Expected cv::UMat for argument 'src'
我正在使用 OpenCV 4.0.0,说实话我很困惑,因为从我所看到的来看,没有人必须使用 UMat 来使用 cvtColor(),更不用说在 UMat() 内使用范围了。任何帮助将不胜感激。
最佳答案
无需使用 cv2.Umat()
转换为 UMat
,只需将其传递到 np.float32()
即可。两者在所有意图和目的上都是相同的。
您的代码将如下所示:
def detect_face(img):
imgUMat = np.float32(img)
gray = cv2.cvtColor(imgUMat, cv2.COLOR_BGR2GRAY)
关于Python 类型错误 : UMat() missing required argument 'ranges' (pos 2),我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/54284937/