smart-retail

AI-powered automated checkout system using YOLO11 object detection and face recognition to eliminate queues and reduce checkout times at retail facilities

Top Self Checkout Management (Opensource) 🌟 Star if you like it! 🌟

AI-powered smart cashier system that uses computer vision (YOLOv8) to recognize products via camera instead of barcode scanning, with a FastAPI backend, web interface, and ESP32 hardware feedback (LCD, LEDs, buzzer).

Web app to ease selection of similar items during online shopping

AI-powered retail inventory management system with real-time tracking, analytics, anomaly detection, and smart alerts.

Smart Retail Self Analysis is a data-driven project that analyzes retail operations to provide insights into sales performance, customer behavior, and inventory trends. It helps businesses make smarter decisions by identifying patterns, improving efficiency, and optimizing overall store performance using automated analysis techniques.

Event-driven IoT supermarket simulation with Python microservices, REST, MQTT/SenML, Docker and SQLite.

AI-powered bookstore with multi-agent system, LangChain integration, and personalized recommendations.

NUKTA: Safe & Share — A decentralized "Airbnb for retail shelves" platform that turns empty urban spaces into secure, automated self-service points. Built with React & FastAPI.

Team-built edge AI system combining TSM action recognition, YOLOv8 tracking, MQTT weight-sensor events, and backend event dispatch for unmanned-store scenarios.

AI Smart Retail Store - AI & IoT Integration project in AI / ML / GenAI for CSEProjects360 final year project catalog.

Enterprise-grade retail product classification using Azure AI. Features a hybrid pipeline with Custom Vision for niche SKUs, pre-built models for general tagging, and OCR for label metadata extraction. Includes a production-ready FastAPI gateway.

Smart Retail Shelf Detection - Computer Vision project in AI / ML / GenAI for CSEProjects360 final year project catalog.

A context-aware e-ink storefront sign utilizing a decoupled three-node ESP32-S3 ESP-NOW architecture. Features on-device TFLite Micro audio classification and Ethos-U55 NPU vision inference for privacy-preserving, weather-reactive digital signage.

兴华AI军团·落朵大脑 桌面客户端 - AI Army Desktop Client for Unmanned Retail Ecosystem