Welcome workshop attendees! This repo contains the steps you'll follow alongside live instruction from the Viam team. You can always reference this repo in case you need a little more time or need to return to a particular step. Please let us know if you encounter any mistakes!
This workshop will walk you through how to set up a Viam Rover, how to control it through the Viam platform, create a custom CV model, then deploy that custom model for use!
- A Viam account, and then sign in
- Raspberry Pi Imager installed
- A microSD card and adapter, if needed
- 4 (four) charged 18650 batteries (provided at workshop)
- A Viam Rover (provided at workshop)
- Objects to detect! Have 3-5 different stickers or swag from the event's sponsors ready for data capture
Step 1: What's in the BOX?
Step 2: Setup your Raspberry Pi
Step 3: Setup your Viam Rover
Step 4: Create a Viam Machine
Step 5: Add a rover fragment
Step 6: Create a dataset
Step 7: Capture images for training
Step 8: Annotate your dataset
Step 9: Train your custom model
Step 10: Configure an ML model
Step 11: Add a vision service
Don't hesitate to reach out during the workshop. We're here to help guide you through or to debug anything weird!