LATEST UPDATE
v2.5 - The Aesthetic & Structural Overhaul
Modern UI Engine: Switched to Outfit typography and glassmorphism
styling for a premium feel.
Code Foundation: Decoupled CSS into a unified global design system
for faster loading.
Reliability Fix: QR Code engine now correctly hydrates item data
from the cloud.
Consolidated Core: Unified all entry points into index.html for a
single-page application experience.
♻️ Intelligent matching lifecycle
How our cross-model engine connects lost items to finders.
1
User Reports Item & Uploads Image
2
AI Scans & Extracts Visual Features
3
Hybrid Search (TF-IDF + Embeddings)
AI MATCH ENGINE
4
Instant Email & Voice Alerts Sent
5
Secure Verification & Handover
Matching Logic: Our proprietary engine combines 1-3 Gram TF-IDF for text precision with MobileNetV2 feature vectors for visual similarity. Gemini 1.5 Flash provides semantic reasoning for high-priority matches.
v2.0 - Security & Recovery
QR Recovery System: Printed QR IDs now bridge the gap between
offline finders and online owners.
Enhanced Security: Implemented admin-tier authentication and
anti-spam report throttling.
Admin Core: New control center for managing reports, feedback, and
system health.