Gemini for Home sharpens Familiar Face, animal detection
- Familiar Face filtering now prioritizes clear, complete images to reduce false matches and improve detection accuracy.
- Improved animal detection distinguishes dogs and cats at a distance and better identifies color in low‑light scenes.
- Home Brief descriptions are more useful for unidentified people and longer videos now get richer AI-generated summaries.
What’s new in Gemini for Home
Google rolled out a set of camera-focused updates to Gemini for Home on December 22, 2025, targeting Nest and other compatible cameras. The changes come after feedback from the Early Access program and aim to improve visual recognition and the quality of AI summaries.
Familiar Face: quality-first matching
The Familiar Face algorithm has been retuned to ignore blurry or partial face captures and to favor higher-quality images when building a user’s face library. Google says this prioritization makes detection "more accurate." The update should reduce false positives and make the Familiar Face list more representative of how people actually appear on camera.
Home Brief—the quick summary feature that describes activity caught on camera—also benefits. It now does a better job describing people who aren’t matched to a Familiar Face, including cases where faces are partly obscured or not fully visible.
Animal detection and low-light color ID
Gemini for Home’s vision model is now better at telling dogs and cats apart from a distance. That means fewer misidentified pets when cameras are zoomed out or when animals are farther from the lens.
Low-light animal color recognition has been improved as well. The model can more reliably report an animal’s color in dim conditions, which is useful for owners trying to identify a specific pet or stray at night.
Richer video descriptions
Google is also enhancing AI-generated descriptions for longer videos. The system will generate more detailed summaries to increase the chance that key events you care about are included in the Home Brief or timeline highlights.
Rollout and availability
These updates are rolling out now to "Gemini for Home enabled cameras from Nest and others," according to Google. The company recommends checking the official support page for the full December changelog and notes users should "expect more tuning and updates as we head into the new year."
What this means for users
For Nest Cam owners and others on the Gemini for Home platform, the changes should reduce noise in alerts and make summaries more actionable. Continued tuning suggests additional refinements are likely in early 2026.
Overall, the update is a pragmatic step: improving image quality awareness, distinguishing animals more reliably, and producing clearer, more helpful video summaries for smart home cameras.