Quick Start Guide

This section includes several tutorials that guide users through the complete Machine Learning Operations (MLOps) in EdgeFirst Studio for ModelPack. Starting from data collection and annotation to model training, validation, and deployment (either on Edge Devices or PCs).

Tutorial 1: Measurement Tape Detector

The Measurement Tape tutorial demonstrates how to collect data using a phone and then import the data into EdgeFirst Studio for annotation, and finally train a ModelPack Vision model that performs both detection and segmentation in a single inference cycle.

Measurement Tape Inference

Tutorial 2: Musicbox Detector

The MusicBox tutorial demonstrates the complete workflow using Maivin platform. Users will learn how to collect data, import data into EdgeFirst Studio, annotate data, train a model, and deploy the model back to the 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.

MusicBox Inference