def TencentFaceDetect(filepath: str):
img = open(filepath, 'rb')
# 对图像进行base64编码
base64_data = base64.b64encode(img.read())
# 对原图像进行base64解码,得到所处理图像
image = base64_data.decode()
# 实例化一个认证对象，入参需要传入腾讯云账户secretId，secretKey
cred = credential.Credential(APP_ID, APP_KEY)
# 实例化一个http选项，可选的，没有特殊需求可以跳过。
httpProfile = HttpProfile()
# 指定接入地域域名(默认就近接入)
httpProfile.endpoint = "iai.tencentcloudapi.com"
# 实例化一个client选项，可选的，没有特殊需求可以跳过。
clientProfile = ClientProfile()
clientProfile.httpProfile = httpProfile
# 实例化请求产品的client对象，clientProfile是可选的。
client = iai_client.IaiClient(cred, "ap-beijing") #, clientProfile)
# 实例化一个实例信息查询请求对象,每个接口都会对应一个request对象。
req = models.DetectFaceRequest()
# 定义参数。 支持以标准json格式的string来赋值请求参数的方式。
params = {"MaxFaceNum": 10, "Image": image, "NeedFaceAttributes": 1}
req.from_json_string(json.dumps(params))
# 通过client对象调用DetectFace方法发起请求。
resp = client.DetectFace(req)
# 输出json格式的字符串回包
out = resp.to_json_string()
# 将json格式返回值转为字典
face_dict = json.loads(out)
# 遍历人脸信息列表，返回性别、位置等信息
for item in face_dict['FaceInfos']:
yield (item['FaceAttributesInfo']['Gender'], item['X'], item['Y'],
item['Width'], item['Height'])
def checking(picpath, sid, skey):
# search person
fdata=open(picpath).read()
pic_b64=base64.b64encode(fdata)
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.iai.v20180301 import iai_client, models
try:
cred = credential.Credential(sid, skey)
httpProfile = HttpProfile()
httpProfile.endpoint = "iai.tencentcloudapi.com"
clientProfile = ClientProfile()
clientProfile.httpProfile = httpProfile
client = iai_client.IaiClient(cred, "", clientProfile)
req = models.SearchFacesRequest()
params = '{"GroupIds":["test_001"],"Image":"%s","MaxFaceNum":10}'%pic_b64
req.from_json_string(params)
resp = client.SearchFaces(req)
return True, json.loads(resp.to_json_string())
except TencentCloudSDKException as err:
print(err)
return False, err
def renlian():
try:
cred = credential.Credential("AKIDeBWfdSkh2EE3gMzDMNDrKUTHwY3TjngO",
"TmvypUxEJCzf9RWP5QegWDkBQUN4d4MU")
httpProfile = HttpProfile()
httpProfile.endpoint = "iai.tencentcloudapi.com"
clientProfile = ClientProfile()
clientProfile.httpProfile = httpProfile
client = iai_client.IaiClient(cred, "ap-guangzhou", clientProfile)
req = models.VerifyFaceRequest()
###获取图片转换格式
img = '{"Url":"http://www.gzywwl.com/4.png","PersonId":"001"}'
data = json.loads(img)
data['Url'] = request.args.get('url')
getdata = json.dumps(data)
params = str(getdata)
req.from_json_string(params)
resp = client.VerifyFace(req)
data = resp.to_json_string()
##输出为dict/json并判断
bllon = json.loads(data)
print(bllon)
print(bllon['IsMatch'])
if bllon['IsMatch'] == True:
req = requests.get(url='http://127.0.0.1:5000/mqtt')
return "renl ok "
else:
return "renl nok "
except TencentCloudSDKException as err:
print(err)
return "renl notok "
def test_iai_create_person():
cred = credential.Credential(os.environ.get("TENCENTCLOUD_SECRET_ID"),
os.environ.get("TENCENTCLOUD_SECRET_KEY"))
client = iai_client.IaiClient(cred, "ap-guangzhou")
req = models.CreatePersonRequest()
req.GroupId = "1"
req.PersonName = "foo"
req.PersonId = "3"
req.Gender = 1
try:
resp = client.CreatePerson(req)
except TencentCloudSDKException as e:
assert e.code == 'InvalidParameterValue.ImageEmpty'
def __init__(self):
# 实例化一个客户端配置对象，可以指定超时时间等配置
clientProfile = ClientProfile()
clientProfile.signMethod = "TC3-HMAC-SHA256" # 指定签名算法
# 实例化一个认证对象，入参需要传入腾讯云账户secretId，secretKey
self.cred = credential.Credential(secretId, secretKey)
# 实例化要请求产品(以cvm为例)的client对象
self.client = iai_client.IaiClient(self.cred,'ap-chengdu',clientProfile)
# 实例化一个请求对象
self.req = models.DetectFaceRequest()
self.req.FaceModelVersion = "3.0"
self.req.NeedFaceAttributes = 1
def getres(url):
try:
cred = credential.Credential("AKIDSmxtbmRO0Pn45tqeeZHjW6SZXFpLZbOy",
"UmodLn1ziCbkkX5U1MRM4a3GQOAnwrV6")
httpProfile = HttpProfile()
httpProfile.endpoint = "iai.tencentcloudapi.com"
clientProfile = ClientProfile()
clientProfile.httpProfile = httpProfile
client = iai_client.IaiClient(cred, "ap-chongqing", clientProfile)
req = models.SearchFacesRequest()
params = '{"GroupIds":["1"],"Url":"' + url + '"}'
req.from_json_string(params)
resp = client.SearchFaces(req)
return resp
except TencentCloudSDKException as err:
return err
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.iai.v20180301 import iai_client, models
try:
cred = credential.Credential("AKIDJURAfzrvcTBeroQ0EC0e3DBuRikbHTSC",
"e5GB1g5E8mCMG3cv0pPlrjT7YkmZ9U25")
httpProfile = HttpProfile()
httpProfile.endpoint = "iai.tencentcloudapi.com"
clientProfile = ClientProfile()
clientProfile.httpProfile = httpProfile
client = iai_client.IaiClient(cred, "ap-guangzhou", clientProfile)
req = models.DetectFaceRequest()
params = '{"Url":"https://wechat.sshug.cn:21243/static/face_imgs/face_detect/tmp.jpg"}'
req.from_json_string(params)
resp = client.DetectFace(req)
print(resp.to_json_string())
except TencentCloudSDKException as err:
print(err)
def __init__(self, ak_id, ak_secret, version='3.0'):
cred = credential.Credential(ak_id, ak_secret)
self.client = iai_client.IaiClient(cred, 'ap-shenzhen')
self.version = version
