Welcome to this half-day workshop on the custom vision service. In this workshop, we will focus on hands-on activities that develop proficiency with the custom vision service.
At the end of this workshop, you should be able to effectively leverage the custom vision service to create image classification services that can then be leveraged by an application
This workshop is meant for an AI Developer on Azure. Since this is only a short workshop, there are certain things you need before you arrive.
Firstly, you should have some previous exposure to Visual Studio. We will be using it for everything we are building in the workshop, so you should be familiar with how to use it to create applications. Additionally, this is not a class where we teach you how to code or develop applications. We assume you have some familiarity with C# (intermediate level - you can learn here), but you do not know how to implement solutions with Cognitive Services.
Thirdly, you should have experience with the portal and be able to create resources (and spend money) on Azure. We will not be providing Azure passes for this workshop.
Finally, before arriving at the workshop, we expect you to have configured the following for Custom Vision:
- Training API Key: The training API key allows you to create, manage and train Custom Vision project programmatically. You can obtain a key by creating a new project at https://customvision.ai and then clicking on the “setting” gear in the top right.
Please note: This is a rough proposed agenda, and the schedule is subject to change pending class activities and interaction.
- 9-9:30: Introduction and Context
- 9:30-9:55: Lab 1: Creating an Image Classification Application using the Custom Vision Service
- 10-10:25: Lab 2: Creating an Image Classification Application using the Custom Vision Service
- 10:30-10:55: Lab 3: Creating an Image Classification Application using the Custom Vision Service
- 11:00-12:00: Discussion and Use-case
We will also use a gitter forum for discussion. Please post comments and questions here.
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.microsoft.com.
When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact firstname.lastname@example.org with any additional questions or comments.