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face_recognition.py
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face_recognition.py
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import requests
import base64
import json
api_credentials={
"Content-Type":"application/json",
"app_id":"75f5edf9",
"app_key":"ba0eadb825eddeb58d420e08bad09300"
}
url="https://api.kairos.com/"
def _extract_base64_contents(file):
with open(file, 'rb') as fp:
image = base64.b64encode(fp.read()).decode('ascii')
return image
def post(image_link,identifier):
payload={
"image":_extract_base64_contents(image_link),
"subject_id":identifier,
"gallery_name":"gallery"
}
response=requests.post(url+"enroll",json=payload,headers=api_credentials).json()
print "\n Detected attributes of New user\n"
print ("Gender : ",response["images"][0]["attributes"]["gender"]["type"])
print ("Age : ",response["images"][0]["attributes"]["age"])
#print parsed.dumps(parsed,indent=4,sort_keys=True)
def recognize(image_link):
payload={
"image":_extract_base64_contents(image_link),
"gallery_name":"gallery"
}
response=requests.post(url+"recognize",json=payload,headers=api_credentials)
#with open("")
gallery_response=response.json()
# print gallery_response
if 'Errors' in gallery_response:
return -2
# print gallery_response
if gallery_response["images"][0]["transaction"]["status"]=="success":
print "Image Detected with : ",gallery_response["images"][0]["transaction"]["confidence"]*100,"% Resemblance Factor"
return gallery_response["images"][0]["transaction"]["subject_id"]
print 'New User Found'
return -1
def view_gallery():
payload={
"gallery_name": "gallery"
}
response=requests.post(url+"gallery/view",json=payload,headers=api_credentials)
print(response.json())
def delete_user(identifier):
payload={
"subject_id":identifier,
"gallery_name":"gallery"
}
response=requests.post(url+"gallery/remove_subject",json=payload,headers=api_credentials)
print(response.json())
#post("http://media.kairos.com/kairos-elizabeth.jpg","1")
#post("https://encrypted-tbn1.gstatic.com/images?q=tbn:ANd9GcT7qBsj6rkafzGP6rTmZRpUYinKVI4HU8VXZjxG1TsthEoJmocl8UG6KKLT","2")
#print recognize("Crazy.png")
#print recognize("pp.jpg")
#post("Img.png","pawan")
#view_gallery()
#delete_user("5")