论文标题
人们使用Edge AI计算零售分析的系统
People counting system for retail analytics using edge AI
论文作者
论文摘要
物联网应用程序的发展在我们的日常生活中起着重要作用，从业务预测到自动驾驶汽车。其中之一，受AI和IoT领域影响最大的是零售分析。在零售分析中，转化率 - 零售店通常使用的指标来衡量有多少人参观了商店以及发生了多少购买。该零售转换率评估了营销运营，增加了库存，商店销售和运行促销。我们的项目打算在Edge上建立一个具有AI的成本效益的人，并使用系统计算的人数和当天的交易数量来计算转换率，这有助于提供零售商店优化的分析见解，并具有非常最低的硬件要求。
Developments in IoT applications are playing an important role in our day-to-day life, starting from business predictions to self driving cars. One of the area, most influenced by the field of AI and IoT is retail analytics. In Retail Analytics, Conversion Rates - a metric which is most often used by retail stores to measure how many people have visited the store and how many purchases has happened. This retail conversion rate assess the marketing operations, increasing stock, store outlet and running promotions ..etc. Our project intends to build a cost-effective people counting system with AI at Edge, where it calculates Conversion rates using total number of people counted by the system and number of transactions for the day, which helps in providing analytical insights for retail store optimization with a very minimum hardware requirements.
