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Suning Technology
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Suning Technology

Official Suning Technology account. Explains cutting-edge retail technology and shares Suning's tech practices.

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Recent Articles

Latest from Suning Technology

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Suning Technology
Suning Technology
Nov 14, 2020 · Artificial Intelligence

Designing Real-Time AI Algorithms for Unmanned Retail Stores

This lecture details the end‑to‑end AI architecture for unmanned stores, covering algorithm module selection, calibration, face recognition, multi‑task detection, tracking, recommendation, data collection, augmentation, model training, and GPU‑accelerated deployment to achieve real‑time performance and high accuracy.

Data AugmentationReal-time AIdeep learning
0 likes · 15 min read
Designing Real-Time AI Algorithms for Unmanned Retail Stores
Suning Technology
Suning Technology
Oct 30, 2020 · Operations

Designing Suning’s Multi‑Data‑Center Active‑Active Architecture for Scalable E‑Commerce

Suning built a multi‑data‑center active‑active solution that combines primary‑backup, same‑city active‑active, and full multi‑active modes, defines top‑level design goals, values and principles, and implements a comprehensive architecture, routing, high‑availability, hybrid‑cloud and disaster‑recovery strategy to support massive e‑commerce growth.

E-commercecloud architecturedisaster recovery
0 likes · 22 min read
Designing Suning’s Multi‑Data‑Center Active‑Active Architecture for Scalable E‑Commerce
Suning Technology
Suning Technology
Oct 29, 2020 · Artificial Intelligence

Accelerating Deep Learning for Retail: Model Compression, Speed & Energy

This lecture outlines the key challenges of deep learning in retail—growing model size, speed, and energy consumption—and presents a comprehensive acceleration framework covering algorithmic optimizations like network design, pruning, and hardware acceleration, with practical examples such as MobileNet, model compression, and edge deployment.

deep learninghardware optimizationmodel acceleration
0 likes · 15 min read
Accelerating Deep Learning for Retail: Model Compression, Speed & Energy
Suning Technology
Suning Technology
Oct 16, 2020 · Product Management

Designing High‑Impact Comprehensive Retail Experience Stores for China’s Growing Middle Class

This report analyzes how China’s expanding middle‑class drives the rise of integrated retail experience stores, outlines consumer traits, competitive product analysis, and a phased product‑selection methodology that blends extension, modularity, and community concepts to create compelling, multi‑sensory shopping environments.

Experience StoreMiddle Classcategory management
0 likes · 13 min read
Designing High‑Impact Comprehensive Retail Experience Stores for China’s Growing Middle Class
Suning Technology
Suning Technology
Oct 15, 2020 · Artificial Intelligence

How AI Powers Offline Product Recognition in Smart Retail Stores

This lecture details the evolution of product recognition algorithms from traditional image classification to deep‑learning‑based object detection, discusses challenges in dense retail scenes, presents solutions like rotated bounding boxes and multi‑source sensor fusion, and explains practical deployment in digital and unmanned stores.

Object Detectiondeep learningdense scene
0 likes · 18 min read
How AI Powers Offline Product Recognition in Smart Retail Stores
Suning Technology
Suning Technology
Oct 2, 2020 · Artificial Intelligence

How Precise Customer‑Flow Algorithms Transform Retail with AI Vision

This article explains how AI‑driven precise customer‑flow algorithms—covering pedestrian detection, full‑scene tracking, and person re‑identification—enable accurate offline traffic analysis, real‑time shopper profiling, and data‑driven store management for modern retail environments.

Object Detectioncustomer flowmulti-camera tracking
0 likes · 18 min read
How Precise Customer‑Flow Algorithms Transform Retail with AI Vision
Suning Technology
Suning Technology
Sep 29, 2020 · Databases

How SuNing’s O2O System Uses PostGIS & Citus for Scalable Geospatial Retail

Facing the post‑pandemic slowdown of e‑commerce growth, SuNing pioneered an O2O “smart retail” strategy by integrating online and offline channels through its “Anytime Business System,” which combines PostGIS‑enabled geospatial analysis, PostgreSQL high‑availability clustering with Citus, and seamless data flow across front‑end, transaction, and support layers.

CitusGeospatialO2O
0 likes · 17 min read
How SuNing’s O2O System Uses PostGIS & Citus for Scalable Geospatial Retail