Build Your First Pipeline

SiMa.ai offers two powerful ways to build your first ML pipeline, allowing you to choose the best fit for your workflow. In both approaches, you will learn how to run a ResNet50 image classification pipeline on the SiMa platform.

• EdgeMatic is a low-code, web-based tool that lets you visually design pipelines and test them on virtual hardware in the cloud. It is ideal for quick prototyping and evaluation since it does not require a physical DevKit.

• Palette provides a fully containerized development environment for building and deploying applications on the SiMa DevKit. This approach offers full feature access, but requires purchasingthe DevKit and setting up Palette for local testing.

Both approaches will be covered in detail, guiding you through the process of building, testing, and deploying your application on the SiMa platform. Let’s get started!