Livoa LogoLivoa
User
Mobile
Desktop
Tablet
Frontend: HTML5 + JS
Camera

camera capture multi-frame

Voice
Interface

capture, results

Local Storage
API ENDPOINTS
Backend : Python Flask
Flask Server
Image Processing

resize / enhance / crop

Product DB
Error Handling

Logging / fallback

AI Engine

YOLO v8 : Object Detection
Realtime Interface

Data Storage
Products
json
yolov8x_best.pt (weights)
config and runtime data
user data / logs
Tech Stack

Frontend:
HTML5,CSS,JS

Backend:
Python Flask

AI:
YOLOv8, OpenCV

Legend

Barcode = deterministic (high confidence)

YOLO = probabilistic (confidence score)

OCR = fallback (text match)

User
Mobile
✔
Desktop
Tablet
📷
Camera
Voice
Interface
Storage
Image Proc
Error Handle
Yolov8n.pt
Configuration
Runtime
Data
User Data
Camera/Voice
HTTP requests
Data Access
Model Loading

ff

by aizen

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