EnglishAI Model Download, Debugging, and Deployment Guide
Choose a Model Deployment Workflow
Before deploying a local model on MaixCAM / MaixCAM-Pro / MaixCAM2, first identify the model source, target device, and deployment path. Choose the workflow that matches your current resources instead of starting with ONNX conversion immediately.
| Goal | Recommended workflow | Documentation |
|---|---|---|
| Use built-in or ready-made models | Use built-in models first. For more resolutions or class sets, choose the matching device platform in MaixHub Model Zoo. MaixCAM / MaixCAM-Pro model packages usually include .mud and .cvimodel files, while MaixCAM2 model packages usually include .mud and .axmodel files. Place the files from the same package in the same directory on the device |
Model and dataset sources |
| Train a custom recognition target | Use MaixHub online training to complete data collection, annotation, training, and deployment | MaixHub online training |
| Deploy an ONNX model | Choose the conversion workflow based on the target device: convert to .mud + .cvimodel for MaixCAM / MaixCAM-Pro, or to .mud + .axmodel for MaixCAM2 before deployment |
MaixCAM model conversion / MaixCAM2 model conversion |
After choosing your workflow, continue with the corresponding document.
