androidengineers.Book a session

Camera context and realtime evaluation

Camera context and realtime evaluation

articleSelf-paced

Add media only when it improves the actual task.

1. Frame selection

Choose frames based on task need and supported API limits. Continuous high-rate upload adds cost and bandwidth while often repeating the same information. Give the user control over camera sharing.

2. Context freshness

Label when a frame was captured and avoid answering as if an old image reflects the current scene. Handle camera revocation independently from the audio session.

3. Quality measurement

Evaluate transcription understanding, correct tool use, latency and interruption behavior in quiet and noisy environments. Include refusal and no-network paths in the demonstration.

Worked scenario

The user moves the camera after capturing a machine label. The assistant should refer to the captured label rather than claiming to see the current view.

Apply it

Add an explicit snapshot action and compare task success with and without image context.

Check your understanding

You can demonstrate media consent, freshness and a measurable benefit from the camera input. Explain the decision and show evidence from your implementation or design. If you cannot demonstrate it yet, revisit the relevant section before continuing.

YOUR LEARNING JOURNEY

0 of 13 available lessons completed

Progress saved in this browser. No account needed.
Camera context and realtime evaluation | Gemini Live API for Android | Android Engineers