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Show HN: From Photos to Positions: Prototyping VLM-Based Indoor Maps


July 05, 2025 From Photos to Positions: Prototyping VLM-Based Indoor Maps Disclaimer: This project was completed entirely on personal time and hardware. It is not affiliated with, endorsed by, or representative of any institutions or organizations with which I am affiliated.

Amid recruiter emails and general noise, I somehow ended up doing freelance work before I was called up for national service. The dashboard was written in PHP, and we used XMPP as the communication protocol between the IoT sensors (PCDuinos, if I remember correctly). While my wife was browsing in a large shopping mall in Singapore, I was bored in a corner and decided to see if I could "vibe-code" something on my phone.

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