Urgent.News

What's breaking now, across thousands of outlets.

AI

Lantern: one walk with a phone becomes an offline indoor map, built by Gemma 4

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built My friends can't find the washroom in a crowded stadium where internet and cell networks get blocked. Nobody can find anything at the Kumbh Mela. Entire buildings have no map beyond the gate. Indoor navigation exists, but it needs architect floor plans, Bluetooth beacons or weeks of professional…

Lantern is an AI-powered offline indoor mapping tool created by Gemma 4. The creator's motivation was to provide a simple solution for people struggling to navigate large, unfamiliar buildings without internet connectivity. The tool relies on a single walk-through of the building, where the user films the space and describes what they see.

Gemma 4 then converts this video into a map with photos, floor information, and step-by-step directions. After the first visit, the map works in airplane mode, and no app installation or GPS is required. The design focuses on simplicity, with large buttons, high contrast, and read-aloud functionality for easy use. Lantern aims to assist elderly visitors, first-time smartphone users, non-English speakers, and wheelchair users who need to find stairs or other landmarks.

To demonstrate, the creator mapped their college campus using two iPhone clips totaling three minutes and seventeen seconds. The AI model, Gemma 4, processes the video frames and transcriptions to create an accurate, step-by-step navigation system without any human intervention beyond initial confirmation.

Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at dev.to →

More in AI

🌿 NatureQuest AI: Turn Screen Time into Outdoor Adventures

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built 🌿 NatureQuest AI — Turn Screen Time into Outdoor Adventures NatureQuest AI is an open-source web…

  • NatureQuest AI encourages outdoor exploration by reducing screen time.
  • Users input free time and preferred outdoor activity for personalized suggestions.
  • Open-source AI model from Hugging Face powers activity idea generation.

Wander: I made an app that narrates where you walk, so your phone can stay in your pocket

Submitted to the Open-Source AI Challenge, Week 1: Touch Grass. Tag: #hf26challenge . Repo: github.com/itzneel05/wander Code: https://github.com/itzneel05/wander The challenge theme was touch grass…

  • Wander app narrates locations while walking, keeping phone in pocket
  • Uses Wikipedia GeoSearch API or OpenStreetMap for place recognition
  • Gemma AI model generates descriptions of nearby points of interest

More from Sunday 11 October →