def loadLocalFaceDatebase(path):
images = os.listdir(path)
# 存放特征库
retzs = {}
if (len(images) > 0):
for image in images:
img = faceUtil.IM()
img.filePath = os.path.join(path, image)
print(img.filePath)
im = faceUtil.loadImage(img)
res, faces1 = faceUtil.asfDetectFaces(im, 0x201)
if res == 0:
print(im.filePath, res, faces1.faceNum, faces1.faceRect)
res1 = faceUtil.asfFaceFeatureExtract(
im, 0x201, faceUtil.getSingleFaceInfo(faces1, 0))
if res1[0] == 0:
print('人脸获取特征成功')
retzs[img.filePath] = res1[1]
else:
print(
error.BaseException(
img.filePath + '人脸获取特征失败：' +
configUtil.getValue('error_code', str(res1[0]))))
else:
print(
error.BaseException(
img.filePath + '人脸检测失败：' +
configUtil.getValue('error_code', str(res))))
return retzs
def loadOnlineFaceDatebase(users):
# 存放特征库
retzs = {}
if (len(users) > 0):
for user in users:
img = faceUtil.IM()
img.filePath = user.imgUrl
print(img.filePath)
im = faceUtil.loadImage(img)
res, faces1 = faceUtil.asfDetectFaces(im, 0x201)
if res == 0:
print(im.filePath, res, faces1.faceNum, faces1.faceRect)
res1 = faceUtil.asfFaceFeatureExtract(
im, 0x201, faceUtil.getSingleFaceInfo(faces1, 0))
if res1[0] == 0:
print('人脸获取特征成功')
retzs[img.filePath] = res1[1]
else:
print(
error.BaseException(
img.filePath + '人脸获取特征失败：' +
configUtil.getValue('error_code', str(res1[0]))))
else:
print(
error.BaseException(
img.filePath + '人脸检测失败：' +
configUtil.getValue('error_code', str(res))))
return retzs
def getFacesRET(frame):
retz = {}
img = faceUtil.IM()
img.filePath = ""
img.data = frame
im = faceUtil.loadImage(img)
res, faces1 = faceUtil.asfDetectFaces(im, 0x201)
if res == 0:
print(im.filePath, res, faces1.faceNum, faces1.faceRect)
for i in range(faces1.faceNum):
res1 = faceUtil.asfFaceFeatureExtract(
im, 0x201, faceUtil.getSingleFaceInfo(faces1, i))
if res1[0] == 0:
print('人脸获取特征成功')
retz[i] = (faces1.faceRect[i], res1[1])
else:
print(
error.BaseException(
img.filePath + '人脸获取特征失败：' +
configUtil.getValue('error_code', str(res1[0]))))
else:
print(
error.BaseException(img.filePath + '人脸检测失败：' +
configUtil.getValue('error_code', str(res))))
return retz
def activation():
APP_ID = configUtil.getValue('arcsoft', 'APP_ID').encode()
SDK_KEY = configUtil.getValue('arcsoft', 'SDK_KEY').encode()
res = faceUtil.asfActivation(APP_ID, SDK_KEY)
if res == 0 or res == 90114:
print('激活成功', res)
else:
print(
error.BaseException('激活失败:' +
configUtil.getValue('error_code', str(res))))
def getAllUsers():
import pymysql
db = pymysql.Connect(host=configUtil.getValue('datasource', 'host'),
user=configUtil.getValue('datasource', 'username'),
password=configUtil.getValue('datasource',
'password'),
database=configUtil.getValue('datasource', 'db_name'))
cursor = db.cursor()
print(cursor)
sql = "select * from faceinfo"
users = []
try:
cursor.execute(sql)
results = cursor.fetchall()
for row in results:
user = User(row[0], row[1], row[2], row[3], "", row[5])
users.append(user)
except:
print('不能获取数据！')
db.close()
return users
def initEngine(detectMode=0xFFFFFFFF,
detectFaceOrientPriority=0x5,
detectFaceScaleVal=16,
detectFaceMaxNum=50,
combinedMask=1 | 4 | 8 | 16 | 32):
res = faceUtil.asfInitEngine(detectMode, detectFaceOrientPriority,
detectFaceScaleVal, detectFaceMaxNum,
combinedMask)
if res[0] == 0:
print('初始化成功：', res[0])
else:
print(
error.BaseException('初始化失败：' +
configUtil.getValue('error_code', res[0])))
def getFacesProperty(path):
retz = {}
img = faceUtil.IM()
img.filePath = path
im = faceUtil.loadImage(img)
res, faces1 = faceUtil.asfDetectFaces(im, 0x201)
if res == 0:
print(im.filePath, res, faces1.faceNum, faces1.faceRect)
res1 = faceUtil.asfProcess(im, 0x201, faces1, 56)
if res1 == 0:
for i in range(faces1.faceNum):
print(faceUtil.asfGetAge()[1].ageArray[i])
print(faceUtil.asfGetGender()[1].genderArray[i])
print(faceUtil.asfGetFace3DAngle()[1].roll[i])
else:
print(
error.BaseException(
img.filePath + '人脸屬性检测失败：' +
configUtil.getValue('error_code', str(res1))))
else:
print(
error.BaseException(img.filePath + '人脸检测失败：' +
configUtil.getValue('error_code', str(res))))