Quickstart

See a live example of PySDK, demonstrating live inferencing and rapid deployment.

to see how easily you can build applications with PySDK. No local installation is needed. Simply sign up for an AI Hub account to unlock its full features. In Google Colab, you'll create an AI Hub token, connect with PySDK, and run inference on an image.

For more examples, visit our Google Colab repository on GitHub.

Example Code:

import degirum as dg

# Declaring variables
# Set your model name, inference host address, model zoo, and AI Hub token.
your_model_name = "model-name"
your_host_address = "@cloud" # Can be "@cloud", host:port, or "@local"
your_model_zoo = "degirum/public"
your_token = "<token>"

# Specify a path to your image file
your_image = "<path to your image>"

# Loading a model
model = dg.load_model(
    model_name = your_model_name, 
    inference_host_address = your_host_address, 
    zoo_url = your_model_zoo, 
    token = your_token 
    # optional parameters, such as output_confidence_threshold=0.5
)

# Perform AI model inference on your image
inference_result = model(your_image)

# Print the inference result
print(inference_result)

To install and run PySDK locally, head to PySDK Installation.