Prerequisites

To use this sample:

• Install Python 3.6
• Install the Azure CLI version 2.x or later.
• Install Azure Functions Core Tools version 2.7.1437 or later

Download the sample

In a terminal window, run the following commands to clone the sample application to your local machine, and navigate to the directory with the sample code.

git clone https://github.com/asavaritayal/dog-classification.git
cd dog-classification

Install dependencies

The names and versions of the required packages are already listed in the requirements.txt file. Use the following command to install these dependencies using pip:

pip install -r requirements.txt

Test

Use the following command to run the Functions host locally.

func host start

Trigger the function from the command line using curl in a new terminal window:

curl -w '\n' http://localhost:7071/api/classify?img=<image_url>

Publish to Azure

Using the Azure Functions Core Tools, run the following command. Replace <APP_NAME> with the name of your Linux Function App.

func azure functionapp publish <APP_NAME>