def Face(filename):
appid = '1256531249'
secret_id = 'AKIDGK9iwx8IbgYCcoNW1IK8h27wVosg8ZfV'
secret_key = 'iAMIxNxLTKuFJ7fx3uVqwlKdjbEcmhOq'
bucket = 'ocrbucket-1256531249'
client = Client(appid, secret_id, secret_key, bucket)
client.use_http()
client.set_timeout(30)
print '人脸识别'
if client.face_detect(CIFile(filename),
1).get('message') == 'OK': #如果监测到人脸进行如下操作
print 'indect face'
# 数据库连接
#conn = pymssql.connect('localhost', 'root', '123456', 'album')
db = MySQLdb.connect("localhost",
"root",
"123456",
"album",
charset='utf8')
cursor = db.cursor()
# 数据库查询操作
cursor.execute('SELECT name FROM names')
row = cursor.fetchone()
flag = 0
id = 1
# 对于每一个查询到的人名
while row:
id = id + 1
# print("ID=%d, Name=%s" % (row[0], row[1]))
if client.face_verify(row[0], CIFile(filename)).get('data').get(
'confidence') > 90: # 若跟这个人置信度大于90
print '\t\tget ' + row[0]
client.face_addface(row[0], CIFiles([
filename,
])) # 就加脸
sql = "update picture set namelabel='" + row[
0] + "' where pictureid='" + filename.replace(
'/home/ubuntu/album/public/', "") + "'"
try:
cursor.execute(sql)
db.commit()
print 'update namelabel success'
except:
db.rollback()
print "update namelabel error"
flag = 1
break
else:
# 取下个人名继续判断
row = cursor.fetchone()
# 若判断完仍未找到对的人
if flag == 0:
client.face_newperson('people' + str(id), [
'group1',
], CIFile(filename)) # 就添加新人
try:
# 并将其插入到数据库中
cursor.execute("INSERT INTO names VALUES( '" + 'people' +
str(id) + "')")
# 如果没有指定autocommit属性为True的话就需要调用commit()方法
db.commit()
print 'insert names success'
except:
db.rollback()
print 'insert names error'
try:
cursor.execute(
"UPDATE picture SET namelabel ='" + 'people' + str(id) +
"' where pictureid='" +
filename.replace('/home/ubuntu/album/public/', "") + "'")
db.commit()
print 'update picture.namelabel success'
except:
db.rollback()
print 'update picture.namelabel success'
db.close()
print(
client.face_newperson(
'person111', [
'group2',
], CIUrl('http://img3.a0bi.com/upload/ttq/20160814/1471155260063.png'),
'xiaoxin'))
#创建一个Person, 使用图片file
print(client.face_newperson('person211', [
'group2',
], CIFile('./hot2.jpg')))
#将单个或者多个Face的url加入到一个Person中
print(
client.face_addface(
'person111',
CIUrls([
'http://jiangsu.china.com.cn/uploadfile/2015/1102/1446443026382534.jpg',
'http://n.sinaimg.cn/fashion/transform/20160704/flgG-fxtspsa6612705.jpg'
])))
#将单个或者多个Face的file加入到一个Person中
print(client.face_addface('person211', CIFiles([
'./test.jpg',
])))
#删除人脸,删除一个person下的face
print(client.face_delface('person111', [
'person111',
]))
#设置信息
print(client.face_setinfo('person111', 'hello'))