Skip to main content

A python client for's Imagine API

Project description

Imagine Client for Python

This library allows you to easily connect to's Imagine API.

Supported Image Models

Model Id Type Description
phenomenal-face image Given a facial image, this model infers the age, sex, height, and weight of a person
happy-face image Given a facial image, this model infers the mood of a person
manna image Given a food image, this model infers whether the food is healthy/unhealthy
face-detector image Given an image, this model detects whether a face is present
food-detector image Given an image, this model detects whether food is present


ImageBasedModel.create(imagine_client, model_id)

Given an ImagineClient (imagine_client) and string (model_id), creates an image model. See the "Supported Image Models" section for a list of supported model ids.

ImageBasedModel.infer(image_file_stream, store=false, metadata=None)

Performs the model's inference on an image. A read stream should be passed as the parameter (image_file_stream).

ImageBasedModel.insert_correction(corrections_dict, metadata=None)

Uploads a correction label to the imagine API, for a given inference.

ImageBasedModel.insert_prediction(predictions_dict, metadata=None)

(FOR EDGE PREDICTIONS) Uploads a prediction label to the imagine API, for a given inference.


from imagine_client_py import ImagineClient, ImageBasedModel

# Required parameters

# Initialize imagine client
imagine_client = ImagineClient({
  'api_key': API_KEY,
  'client_id': CLIENT_ID

# Create the 'happy-face' model interface
model = ImageBasedModel.create(imagine_client, 'happy-face')

# Create a read stream to a image file
with open(IMAGE_PATH, 'rb') as image_face_file:
  # Perform the model's inference, on the image.
  result = model.infer(image_face_file)


To run tests:


Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for imagine-client-py, version 0.3.0
Filename, size File type Python version Upload date Hashes
Filename, size imagine_client_py-0.3.0-py3-none-any.whl (7.3 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size imagine-client-py-0.3.0.tar.gz (4.7 kB) File type Source Python version None Upload date Hashes View

Supported by

Pingdom Pingdom Monitoring Google Google Object Storage and Download Analytics Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page