Peek: Your Home Remembers

Peek addresses a universal frustration: we spend an average of 10 minutes daily searching for misplaced items at home—over 60 hours annually. This AI-powered domestic assistant uses smart cameras with YOLOv8m and YOLO-World object detection models to continuously watch your space, allowing you to ask in natural language where anything is. The system features a conversational chat interface with 10 intent recognition, a watchlist for items you care about, and a visual gallery with timestamped snapshots. Crucially, all processing happens locally on-device, ensuring complete privacy. With a working desktop prototype and a roadmap toward mobile apps, multi-user profiles, and federated learning, Peek reimagines the smart home as a memory partner that respects your data.