TrailLens: Turn Every Walk Into a Nature Discovery

Description and use

TrailLens is a web app that lets users document and learn about natural discoveries during walks, with AI predictions still under validation.

Problem

Encourage outdoor exploration and enable users to capture and learn about natural discoveries during walks.

Outcome

TrailLens offers a platform for outdoor enthusiasts to document and learn about natural discoveries, with AI predictions still under validation.

Workflow

• 1. User opens the TrailLens web app.
• 2. User captures images or notes of natural observations while walking.
• 3. The app stores the data in a database.
• 4. An experimental TabPFN model predicts possible identifications for the captured content.
• 5. User reviews the prediction and learns about the discovery.

Evidence

TrailLens is a nature-exploration web app designed to encourage people to go outdoors, capture interesting discoveries, and learn about the natural world.

Source

Built using React, Vite, TypeScript, and FastAPI, with database support and an experimental TabPFN prediction component.

Source

The project is still evolving, and its AI identification capabilities need further validation.

Source