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Quickly Building a Face Recognizer
import Algorithmia
api_key = "YOUR_API_KEY"
client = Algorithmia.client(api_key)
# 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
# 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
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