MoveScope

Moving abroad means cataloguing everything you own. When you move from Germany to Switzerland, Swiss customs requires Form 18.44 plus a separate inventory list of all household goods to import them duty-free. Goods like alcohol must be declared separately. Moving companies also need an inventory and a volume estimate to quote a price. Today people do this by hand, room by room, with a notepad. I'm relocating to Zurich myself, and I spent years in corporate relocation project management, so I know how painful and error-prone this is. MoveScope turns a short phone video of a room into a complete moving package: 1. Upload a 15–20 second video of a room. 2. SAM 3.1 detects, segments and tracks furniture and household items across the frames, so each object is counted once. 3. Muse Spark looks at each detected object and identifies what it is, its category, whether it is fragile, and whether it may need to be declared at customs. 4. A deterministic volume engine assigns standard moving volumes (m³) per item category, the way moving companies do, and calculates total volume, number of boxes and the right van size. The language model never guesses numbers. 5. Muse Spark creates a room-by-room packing plan. 6. MoveScope exports an inventory table and a Swiss customs inventory list (PDF and CSV) as a separate document with a dedicated section for goods to declare, ready to attach to Form 18.44. Design principles: the AI does perception and language, plain code does the math. Every number in the output can be traced back to a detected object and a fixed volume table, so users and moving companies can check it. Who benefits: anyone moving house, especially people relocating across borders, and small moving companies that need fast, consistent quotes. Built entirely during the hackathon in Python with Streamlit. Current limitations: volumes are category-based estimates, not exact measurements, and very cluttered rooms can lead to missed small items.