Quick Start Guide

This section includes several tutorials that guide users through the complete Embedded Machine Learning process, from data collection and annotation to model training, validation, and deployment (either on edge devices or PCs).

Tutorial 1: Detection and Segmentation of Measurement tapes

The Measurement Tape tutorial demonstrates how to collect data using a video recording device, import it into EdgeFirst Studio for annotation, and train a ModelPack instance that performs both detection and segmentation tasks in a single inference cycle.

Tutorial 2: Musicbox Detector

The MusicBox Tutorial demonstrates the complete workflow using Maivin devices. Users will learn how to collect data, import it into EdgeFirst Studio, annotate it, train a model, and deploy it back to the target device. By the end of this tutorial, users will have the knowledge and tools to collect their own data and experiment with ModelPack at any scale.