01 / AI & COMMUNITY
Lost & Found Pakistan
Helping people find their way back.
Connect.
Reunite.
Closer to
finding a match.
The application
A Flutter application for publishing and discovering lost and found reports, with images, descriptions, categories and map locations.
Matching with context
MTCNN face detection and alignment prepare images for FaceNet embeddings. Cosine similarity ranks potential facial matches, while BM25 ranks report descriptions by relevance.
From discovery to conversation
Firebase Authentication, Firestore and Cloud Storage connect report publishing, saved posts, real time text and image conversations. Google Maps supports location selection and discovery.
Facial similarity and text relevance help surface candidate reports. They do not verify identity or establish that two reports concern the same person.
