Wallaroo Edge Deployment Tutorials

Tutorials on how to publish Wallaroo pipelines for edge deployments.

The following tutorials demonstrate how to publish a Wallaroo pipeline to an Open Container Registry (OCI) and deploy it to an Edge device.


Wallaroo Edge Computer Vision For Health Care Imaging Demonstration: Preparation

A demonstration on publishing a CV model for health care images based Wallaroo pipeline to Edge devices.

Wallaroo Edge Classification Financial Services Deployment via MLOps API Demonstration

A demonstration on publishing a classification financial services model for edge deployment via the Wallaroo MLOps API.

Wallaroo Edge Classification Financial Services Deployment Demonstration

A demonstration on publishing a classification financial services model for edge deployment via the Wallaroo SDK.

Wallaroo Edge Hugging Face LLM Summarization Deployment Demonstration

A demonstration on publishing a Hugging Face Summarization model for edge deployment via the Wallaroo SDK.

Wallaroo Edge Computer Vision Deployment Demonstration

A demonstration on publishing a computer vision edge deployment via the Wallaroo SDK.

Wallaroo Edge Computer Vision Yolov8n Demonstration

A demonstration on publishing a computer vision Yolov8n edge deployment via the Wallaroo SDK.

Wallaroo Edge Computer Vision Observability

A demonstration on observability with computer vision deployed on edge devices.

Wallaroo Edge Arbitrary Python Deployment Demonstration

A demonstration on publishing an Arbitrary Python model for edge deployment via the Wallaroo SDK.

Wallaroo Edge Observability with Classification Financial Models

A demonstration on publishing an a Classification Financial model with Edge Observability through Wallaroo.

Wallaroo Edge Observability with Classification Financial Models through API

A demonstration on publishing an a Classification Financial model with Edge Observability through the Wallaroo MLOps API.

Wallaroo Edge Observability with Wallaroo Assays

A demonstration on deploying a Wallaroo Pipeline as a Wallaroo Server edge deployment, and using the inference data for assays.

Wallaroo Edge Deployment for U-Net Computer Vision for Brain Segmentation

A demonstration on publishing an a Computer Vision healthcare model through Wallaroo on edge devices.