Use the Cloud Inference API

The UNet and EventNet models are hosted in an Amazon SageMaker instance for convienient use without installing any library.

API Specification

The API is located at https://aevrv4z4vf.execute-api.us-west-2.amazonaws.com/test-3/predict-event. Make a JSON post request in the format

{
    "usgs_event_id": "<USGS Event ID>",
    "product_name": "<Product Name>"
}

Using the API in Python

# Run inference using the cloud api
import requests


def model_inference(usgs_event_id, product_name):
    url = "https://aevrv4z4vf.execute-api.us-west-2.amazonaws.com/test-3/predict-event"

    r = requests.post(
        url, json={"usgs_event_id": usgs_event_id, "product_name": product_name}
    )
    print(r.json())


print(
    model_inference(
        "us6000jkpr", "S1AA_20230126T212437_20230219T212436_VVR024_INT80_G_weF_3603"
    )
)