Bhavyaa Sh@bhavyaas1

In many situations, GPS can become unreliable, either due to difficult locations, a malfunction, or a temporary shutdown. Our aim is to build a system that works alongside the GPS in order to improve its accuracy and act as a backup in case it fails. RouteLens explores the possibility of using images from the user, as well as images retrieved from the user’s route and multimodel reasoning, to estimate the user’s location along the route. Our system, when given images from the user, will use google street view images, CLIP embeddings, similarity based ranking, and Gemini's multimodel reasoning, to estimate the user's location along the route.

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📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.