Upload and Retrieve Data with Viam's Data Client API
Use the data client API to upload and retrieve data directly to the Viam app.
Tag: Data Management
Data Management Service
Configure the data management service to capture data from your components and services and sync it to the cloud.
ML Models
The Viam Registry provides ML models that can recognize patterns in your data. You can use them on your machines to interpret the machine’s surroundings.
ML Model Service
Deploy machine learning models to a machine and use the vision service to detect or classify images or to create point clouds of identified objects.
Capture, filter, and sync image data
Capture images from a camera on your machine and selectively sync images to the cloud with filtering.
ML model service API
Give commands to your ML model service to make inferences based on a provided ML model.
Configure multiple similar machines
Viam has a built-in tool called fragments for using the same configuration on multiple machines.
Data Management
Capture data from machines, sync it to the cloud, and access it and train image classification and object detection models on the data.
Datasets
Label data and create datasets for managing data and creating machine learning models.
Role-Based Access Control
Fleet and data management permissions.
Design your ML Models for Vision
Design your ML Model service to work with Viam’s vision services.
Train models with any machine learning frameworks
If you want to train models to custom specifications, write a custom training script and upload it to the Viam Registry.
Monitor machine performance metrics
Capture and sync data about your machines’ performance.
Export data
Download data from the Viam app using the data client API or the Viam CLI.
Upload a batch of data
Upload data to the Viam app from your local computer or mobile device using the data client API, Viam CLI, or Viam mobile app.
Conditional cloud sync
Trigger cloud sync to sync captured data when custom conditions are met.
Visualize Data With Grafana
Collect data from your machine or fleet and visualize it in Grafana.
Create a Facial Verification System
Create an alarm system that can detect people and can recognize faces, allowing it to smartly trigger alarms.