AccessRoute HK: Accessible Mobility in Hong Kong

Gold Prize (Winner), Track 1: Green Transport and Smart Mobility · Hack for SDGs 2026.

AccessRoute HK is an accessible first- and last-mile navigation prototype for Hong Kong’s vertical city. It connects floor-level indoor maps and pedestrian paths to help travellers plan journeys around their mobility needs, from the first lift to the final street crossing.

Hack for SDGs 2026 · Gold Prize

Our team, HumanRoute (Team 1022), reached the finals of the Hong Kong Inter-University GenAI Hackathon for Sustainable Development Goals 2026 and won Gold Prize (Winner) in Track 1: Green Transport and Smart Mobility on October 24, 2026.

Gold Prize award and winner certificate at the Hack for SDGs 2026 final
Gold Prize at the final pitch day, October 24, 2026.
Hack for SDGs Gold Prize Winner certificate dated October 24, 2026
Gold Prize Winner certificate.

What It Does

  • Mobility-aware route planning: Plans across floors, lifts, footbridges, and outdoor paths using constraints such as stair access and lift requirements, alongside preferences for shelter, distance, effort, or time.
  • AI-assisted preference input: Turns voice or text into mobility settings that the traveller reviews before applying them.
  • Visual localization and obstacle reporting: Matches photos and signs to map records. Confirmed locations and facility disruptions update the remaining route from the traveller’s current position.
  • Cantonese journey guidance: Converts confirmed route facts into short instructions with speech playback.

The prototype covers 12 mapped scenes and four AI workflows, with a shared journey session connecting the phone interface and control console. The project website includes a Kowloon Tong field demonstration, technical methods, and validation materials.

Tech Stack

React, TypeScript, Express, Qwen-compatible text and vision models, graph-based routing, server-sent events, browser speech services, and Hong Kong map and weather data.

Project Website · Live Demo · GitHub · Technical Report · Hack for SDGs


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