Quickly Building a Face Recognizer

setup.py

import Algorithmia

api_key = "YOUR_API_KEY"

client = Algorithmia.client(api_key)

step1.py

# Step 1: Adding images and training

input1 = {
  "action":"add_images",
  "data_collection":"MyFaceClassifiers",
  "name_space":"celebrities",
  "images":[
    {"url":"data://cv/face_recognition_example_data/jim_caviezel_01.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_02.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_03.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_04.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_05.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_06.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_07.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_08.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_09.jpg","person":"jim_caviezel"}, {"url":"data://cv/face_recognition_example_data/jim_caviezel_10.jpg","person":"jim_caviezel"},
    {"url":"data://cv/face_recognition_example_data/michael_emerson_01.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_02.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_03.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_04.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_05.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_06.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_07.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_08.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_09.jpg","person":"michael_emerson"}, {"url":"data://cv/face_recognition_example_data/michael_emerson_10.jpg","person":"michael_emerson"},
    {"url":"data://cv/face_recognition_example_data/amy_acker_01.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_02.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_03.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_04.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_05.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_06.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_07.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_08.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_09.jpg","person":"amy_acker"}, {"url":"data://cv/face_recognition_example_data/amy_acker_10.jpg","person":"amy_acker"},
    {"url":"data://cv/face_recognition_example_data/sarah_shahi_01.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_02.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_03.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_04.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_05.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_06.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_07.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_08.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_09.jpg","person":"sarah_shahi"}, {"url":"data://cv/face_recognition_example_data/sarah_shahi_10.jpg","person":"sarah_shahi"},
    {"url":"data://cv/face_recognition_example_data/kevin_chapman_01.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_02.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_03.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_04.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_05.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_06.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_07.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_08.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_09.jpg","person":"kevin_chapman"}, {"url":"data://cv/face_recognition_example_data/kevin_chapman_10.jpg","person":"kevin_chapman"}
  ]
}

print client.algo("cv/FaceRecognition/0.2.0").pipe(input1).result

step2.py

# Step 2: Prediction of images

input2 = {
  "name_space": "celebrities",
  "data_collection": "MyFaceClassifiers",
  "action": "predict",
  "images": [
    {"url": "data://cv/face_recognition_example_data/jim_caviezel_11.jpg"},
    {"url": "data://cv/face_recognition_example_data/michael_emerson_11.jpg"},
    {"url": "data://cv/face_recognition_example_data/amy_acker_11.jpg"},
    {"url": "data://cv/face_recognition_example_data/sarah_shahi_11.jpg"},
    {"url": "data://cv/face_recognition_example_data/kevin_chapman_11.jpg"}
  ]
}

print client.algo("cv/FaceRecognition/0.2.0").pipe(input2).result