AI In Smart Retail
AI In Smart Retail
Hailo AI Processor for Smart Retail
AI-Powered Shopping Experience
Smart retail is reshaping the traditional shopping landscape by leveraging AI to both improve the shopping experience as well as to empower businesses to remain competitive and attractive in light of the rising competition from online shopping platforms. AI is used to:- Streamline the shopping process with product and person identificatin, enabling fast, accurate and efficient checkout
- Analyze vast amounts of customer data to help retailers understand consumer preferences and make data-driven decisions, predict trends, optimize inventory management, and create a personalized shopping experience
- Improve the security of supply chain and shoppers alike, by identifying shoplifting and other potentially suspicious behavior
AI Benefits For Retail

High Performance
High AI compute capacity allows a jump in size and complexity of models and pipelines, enabling the usage of state-of-the-art models like SAM and CLIP which enable high granularity insights on store operations
Low Latency
Consumer class products such as retail cameras, require real-time input to enable seamless user experience. In our world, users expect zero latency between action (e.g., pick up a product) and response (e.g., product appears in online cart)
Enhanced Privacy
AI technology enables detect of unlawful activities as well as thorough analysis of consumer behavior without jeopardizing people’s privacy
Point of Sale
Smart cameras and devices are increasingly used to make brick-and-mortar stores not only more efficient, but also safer in light of rising demand for contactless interactions.
The Hailo AI processors perform complex deep learning tasks such as object detection and classification, complex pattern recognition, pose estimation and facial recognition, to enable Point of Sale (PoS) applications such as:
- Pick & Go / cashierless stores – real-time product identification, accurate customer recognition, advanced payment methods, store security monitoring
- Automated checkout – near-zero misses and false identification of products and people for accurate and reliable checkout
- The fully automated retail operation of the future – with front- and back-of-the-house populated robots navigating, sorting, picking and handling objects and interacting with humans
Hailo AI processor can be designed into cameras, as well as deployed externally to empower existing devices with advanced AI capabilities in a cost-efficient manner. A single chip can power a system that spans the entire smart store, covering every angle and detecting the smallest products and gestures in real time.
Supply Chain Management
Profitable & Secure Sales Operations
Intelligent video analytics turn data into significant insights that translate into better performance for retail operations. Our customers use Hailo AI processor-powered intelligent cameras to perform deep learning tasks such as pose estimation, semantic segmentation, object detection, classification and facial recognition for meaningful applications such as:
- Customer flow analysis – people counting and store heatmaps provide insights and KPIs such as visit- and dwell- times
- Queue detection – manage wait times and service staff efficiently
- Smart advertising – personalization and smart customer segmentation and targeting
- Store conversion – glance time and purchasing behavior analytics give context to sales numbers
- Shelf & inventory management – insights for visual merchandising, shelf management and stock management
- Security & privacy – customer identification and identity authentication, intelligent store inspection for loss prevention
- Safety – monitor social distance, alert about safety hazards like spills in the aisle
The advancement of AI in retail largely depends on the ability of an edge AI processor to natively support the key applications mentioned above in high-accuracy and in real-time, while securing people’s privacy. The Hailo processors provide high-resolution, high-frame rate neural processing that allows capturing the smallest objects in a wide area of interest, in high accuracy and real-time, with minimum false rate and maximum privacy. All this can be done using low-power and small size commercial or custom IP cameras.
source:
https://hailo.ai/applications/retail/smart-retail/#scm
Solutions
AI Inference
Banking
Restaurant / POS
Medical
Security
Factory Automation
CANbus Application
Transportation
Kiosk and Self-service
Public Utilities
-
[ DevicePort ] 三泰科技DevicePort 支持银行产业应用
-
水质监测-2008北京奥运专案
-
加油站-多媒体及监控作业
-
交通-高速公路监控系统
-
机场-机场环境监控系统
-
FAB-多媒体影音下载
-
税务-系统事务机控制系统
-
船舶-蓝芽GPS系统
-
城市交通-公共自行车收费系统
-
印钞厂-印钞及验钞机系统
-
邮局-邮务及储汇系统
-
军事-飞弹射控侦测及仿真系统
-
加油站-加油枪控制系统
-
加油站
-
高速收费站
-
交通控制
-
停车场门禁控制
-
自助报纸贩卖机
-
门禁系统
-
地铁售票及闸道控制
-
银行ATM系统
-
银行柜台
-
多媒体查询机
-
彩票系统
-
大公交通系统
-
自动贩卖机
-
点菜系统
-
大头贴拍照机
-
电影票销售系统
-
POS 系统
-
霓虹灯广告
-
Highway: ETHERNET for transportation safety,control, monitoring and management.
-
Central Traffic Control
-
Traffic System : Wireless Device Servers for Vehicle Monitoring
-
Office Building : Wireless Device Servers for Building Access
-
POS System : POS over Ethernet
-
Underground System : Serial to Ethernet for Mining Automation
-
Healthcare : Serial over ETHERNET Solution for Healthcare
-
Factory Floor Automation : Serial to Ethernet for Factory Floor Automation
-
Parking Lot System : Solution for Automated Parking System
-
Parking: Data Control System for Smooth Parking
AI In Smart Retail
AI In Smart Retail
Hailo AI Processor for Smart Retail
AI-Powered Shopping Experience
Smart retail is reshaping the traditional shopping landscape by leveraging AI to both improve the shopping experience as well as to empower businesses to remain competitive and attractive in light of the rising competition from online shopping platforms. AI is used to:- Streamline the shopping process with product and person identificatin, enabling fast, accurate and efficient checkout
- Analyze vast amounts of customer data to help retailers understand consumer preferences and make data-driven decisions, predict trends, optimize inventory management, and create a personalized shopping experience
- Improve the security of supply chain and shoppers alike, by identifying shoplifting and other potentially suspicious behavior
AI Benefits For Retail

High Performance
High AI compute capacity allows a jump in size and complexity of models and pipelines, enabling the usage of state-of-the-art models like SAM and CLIP which enable high granularity insights on store operations
Low Latency
Consumer class products such as retail cameras, require real-time input to enable seamless user experience. In our world, users expect zero latency between action (e.g., pick up a product) and response (e.g., product appears in online cart)
Enhanced Privacy
AI technology enables detect of unlawful activities as well as thorough analysis of consumer behavior without jeopardizing people’s privacy
Point of Sale
Valuable Store Visit
Smart cameras and devices are increasingly used to make brick-and-mortar stores not only more efficient, but also safer in light of rising demand for contactless interactions.
The Hailo AI processors perform complex deep learning tasks such as object detection and classification, complex pattern recognition, pose estimation and facial recognition, to enable Point of Sale (PoS) applications such as:
- Pick & Go / cashierless stores – real-time product identification, accurate customer recognition, advanced payment methods, store security monitoring
- Automated checkout – near-zero misses and false identification of products and people for accurate and reliable checkout
- The fully automated retail operation of the future – with front- and back-of-the-house populated robots navigating, sorting, picking and handling objects and interacting with humans
Hailo AI processor can be designed into cameras, as well as deployed externally to empower existing devices with advanced AI capabilities in a cost-efficient manner. A single chip can power a system that spans the entire smart store, covering every angle and detecting the smallest products and gestures in real time.
Supply Chain Management
Profitable & Secure Sales Operations
Intelligent video analytics turn data into significant insights that translate into better performance for retail operations. Our customers use Hailo AI processor-powered intelligent cameras to perform deep learning tasks such as pose estimation, semantic segmentation, object detection, classification and facial recognition for meaningful applications such as:
- Customer flow analysis – people counting and store heatmaps provide insights and KPIs such as visit- and dwell- times
- Queue detection – manage wait times and service staff efficiently
- Smart advertising – personalization and smart customer segmentation and targeting
- Store conversion – glance time and purchasing behavior analytics give context to sales numbers
- Shelf & inventory management – insights for visual merchandising, shelf management and stock management
- Security & privacy – customer identification and identity authentication, intelligent store inspection for loss prevention
- Safety – monitor social distance, alert about safety hazards like spills in the aisle
The advancement of AI in retail largely depends on the ability of an edge AI processor to natively support the key applications mentioned above in high-accuracy and in real-time, while securing people’s privacy. The Hailo processors provide high-resolution, high-frame rate neural processing that allows capturing the smallest objects in a wide area of interest, in high accuracy and real-time, with minimum false rate and maximum privacy. All this can be done using low-power and small size commercial or custom IP cameras.
source:
https://hailo.ai/applications/retail/smart-retail/#scm
Solutions
AI Inference
Banking
Restaurant / POS
Medical
Security
Factory Automation
CANbus Application
Transportation
Kiosk and Self-service
Public Utilities
-
[ DevicePort ] 三泰科技DevicePort 支持银行产业应用
-
水质监测-2008北京奥运专案
-
加油站-多媒体及监控作业
-
交通-高速公路监控系统
-
机场-机场环境监控系统
-
FAB-多媒体影音下载
-
税务-系统事务机控制系统
-
船舶-蓝芽GPS系统
-
城市交通-公共自行车收费系统
-
印钞厂-印钞及验钞机系统
-
邮局-邮务及储汇系统
-
军事-飞弹射控侦测及仿真系统
-
加油站-加油枪控制系统
-
加油站
-
高速收费站
-
交通控制
-
停车场门禁控制
-
自助报纸贩卖机
-
门禁系统
-
地铁售票及闸道控制
-
银行ATM系统
-
银行柜台
-
多媒体查询机
-
彩票系统
-
大公交通系统
-
自动贩卖机
-
点菜系统
-
大头贴拍照机
-
电影票销售系统
-
POS 系统
-
霓虹灯广告
-
Highway: ETHERNET for transportation safety,control, monitoring and management.
-
Central Traffic Control
-
Traffic System : Wireless Device Servers for Vehicle Monitoring
-
Office Building : Wireless Device Servers for Building Access
-
POS System : POS over Ethernet
-
Underground System : Serial to Ethernet for Mining Automation
-
Healthcare : Serial over ETHERNET Solution for Healthcare
-
Factory Floor Automation : Serial to Ethernet for Factory Floor Automation
-
Parking Lot System : Solution for Automated Parking System
-
Parking: Data Control System for Smooth Parking
AI In Smart Retail
AI In Smart Retail
Hailo AI Processor for Smart Retail
AI-Powered Shopping Experience
Smart retail is reshaping the traditional shopping landscape by leveraging AI to both improve the shopping experience as well as to empower businesses to remain competitive and attractive in light of the rising competition from online shopping platforms. AI is used to:- Streamline the shopping process with product and person identificatin, enabling fast, accurate and efficient checkout
- Analyze vast amounts of customer data to help retailers understand consumer preferences and make data-driven decisions, predict trends, optimize inventory management, and create a personalized shopping experience
- Improve the security of supply chain and shoppers alike, by identifying shoplifting and other potentially suspicious behavior
AI Benefits For Retail

High Performance
High AI compute capacity allows a jump in size and complexity of models and pipelines, enabling the usage of state-of-the-art models like SAM and CLIP which enable high granularity insights on store operations
Low Latency
Consumer class products such as retail cameras, require real-time input to enable seamless user experience. In our world, users expect zero latency between action (e.g., pick up a product) and response (e.g., product appears in online cart)
Enhanced Privacy
AI technology enables detect of unlawful activities as well as thorough analysis of consumer behavior without jeopardizing people’s privacy
Point of Sale
Valuable Store Visit
Smart cameras and devices are increasingly used to make brick-and-mortar stores not only more efficient, but also safer in light of rising demand for contactless interactions.
The Hailo AI processors perform complex deep learning tasks such as object detection and classification, complex pattern recognition, pose estimation and facial recognition, to enable Point of Sale (PoS) applications such as:
- Pick & Go / cashierless stores – real-time product identification, accurate customer recognition, advanced payment methods, store security monitoring
- Automated checkout – near-zero misses and false identification of products and people for accurate and reliable checkout
- The fully automated retail operation of the future – with front- and back-of-the-house populated robots navigating, sorting, picking and handling objects and interacting with humans
Hailo AI processor can be designed into cameras, as well as deployed externally to empower existing devices with advanced AI capabilities in a cost-efficient manner. A single chip can power a system that spans the entire smart store, covering every angle and detecting the smallest products and gestures in real time.
Supply Chain Management
Profitable & Secure Sales Operations
Intelligent video analytics turn data into significant insights that translate into better performance for retail operations. Our customers use Hailo AI processor-powered intelligent cameras to perform deep learning tasks such as pose estimation, semantic segmentation, object detection, classification and facial recognition for meaningful applications such as:
- Customer flow analysis – people counting and store heatmaps provide insights and KPIs such as visit- and dwell- times
- Queue detection – manage wait times and service staff efficiently
- Smart advertising – personalization and smart customer segmentation and targeting
- Store conversion – glance time and purchasing behavior analytics give context to sales numbers
- Shelf & inventory management – insights for visual merchandising, shelf management and stock management
- Security & privacy – customer identification and identity authentication, intelligent store inspection for loss prevention
- Safety – monitor social distance, alert about safety hazards like spills in the aisle
The advancement of AI in retail largely depends on the ability of an edge AI processor to natively support the key applications mentioned above in high-accuracy and in real-time, while securing people’s privacy. The Hailo processors provide high-resolution, high-frame rate neural processing that allows capturing the smallest objects in a wide area of interest, in high accuracy and real-time, with minimum false rate and maximum privacy. All this can be done using low-power and small size commercial or custom IP cameras.
source:
https://hailo.ai/applications/retail/smart-retail/#scm
Solutions
AI Inference
Banking
Restaurant / POS
Medical
Security
Factory Automation
CANbus Application
Transportation
Kiosk and Self-service
Public Utilities
-
[ DevicePort ] 三泰科技DevicePort 支持银行产业应用
-
水质监测-2008北京奥运专案
-
加油站-多媒体及监控作业
-
交通-高速公路监控系统
-
机场-机场环境监控系统
-
FAB-多媒体影音下载
-
税务-系统事务机控制系统
-
船舶-蓝芽GPS系统
-
城市交通-公共自行车收费系统
-
印钞厂-印钞及验钞机系统
-
邮局-邮务及储汇系统
-
军事-飞弹射控侦测及仿真系统
-
加油站-加油枪控制系统
-
加油站
-
高速收费站
-
交通控制
-
停车场门禁控制
-
自助报纸贩卖机
-
门禁系统
-
地铁售票及闸道控制
-
银行ATM系统
-
银行柜台
-
多媒体查询机
-
彩票系统
-
大公交通系统
-
自动贩卖机
-
点菜系统
-
大头贴拍照机
-
电影票销售系统
-
POS 系统
-
霓虹灯广告
-
Highway: ETHERNET for transportation safety,control, monitoring and management.
-
Central Traffic Control
-
Traffic System : Wireless Device Servers for Vehicle Monitoring
-
Office Building : Wireless Device Servers for Building Access
-
POS System : POS over Ethernet
-
Underground System : Serial to Ethernet for Mining Automation
-
Healthcare : Serial over ETHERNET Solution for Healthcare
-
Factory Floor Automation : Serial to Ethernet for Factory Floor Automation
-
Parking Lot System : Solution for Automated Parking System
-
Parking: Data Control System for Smooth Parking
AI In Smart Retail
AI In Smart Retail
Hailo AI Processor for Smart Retail
AI-Powered Shopping Experience
Smart retail is reshaping the traditional shopping landscape by leveraging AI to both improve the shopping experience as well as to empower businesses to remain competitive and attractive in light of the rising competition from online shopping platforms. AI is used to:- Streamline the shopping process with product and person identificatin, enabling fast, accurate and efficient checkout
- Analyze vast amounts of customer data to help retailers understand consumer preferences and make data-driven decisions, predict trends, optimize inventory management, and create a personalized shopping experience
- Improve the security of supply chain and shoppers alike, by identifying shoplifting and other potentially suspicious behavior
AI Benefits For Retail

High Performance
High AI compute capacity allows a jump in size and complexity of models and pipelines, enabling the usage of state-of-the-art models like SAM and CLIP which enable high granularity insights on store operations
Low Latency
Consumer class products such as retail cameras, require real-time input to enable seamless user experience. In our world, users expect zero latency between action (e.g., pick up a product) and response (e.g., product appears in online cart)
Enhanced Privacy
AI technology enables detect of unlawful activities as well as thorough analysis of consumer behavior without jeopardizing people’s privacy
Point of Sale
Valuable Store Visit
Smart cameras and devices are increasingly used to make brick-and-mortar stores not only more efficient, but also safer in light of rising demand for contactless interactions.
The Hailo AI processors perform complex deep learning tasks such as object detection and classification, complex pattern recognition, pose estimation and facial recognition, to enable Point of Sale (PoS) applications such as:
- Pick & Go / cashierless stores – real-time product identification, accurate customer recognition, advanced payment methods, store security monitoring
- Automated checkout – near-zero misses and false identification of products and people for accurate and reliable checkout
- The fully automated retail operation of the future – with front- and back-of-the-house populated robots navigating, sorting, picking and handling objects and interacting with humans
Hailo AI processor can be designed into cameras, as well as deployed externally to empower existing devices with advanced AI capabilities in a cost-efficient manner. A single chip can power a system that spans the entire smart store, covering every angle and detecting the smallest products and gestures in real time.
Supply Chain Management
Profitable & Secure Sales Operations
Intelligent video analytics turn data into significant insights that translate into better performance for retail operations. Our customers use Hailo AI processor-powered intelligent cameras to perform deep learning tasks such as pose estimation, semantic segmentation, object detection, classification and facial recognition for meaningful applications such as:
- Customer flow analysis – people counting and store heatmaps provide insights and KPIs such as visit- and dwell- times
- Queue detection – manage wait times and service staff efficiently
- Smart advertising – personalization and smart customer segmentation and targeting
- Store conversion – glance time and purchasing behavior analytics give context to sales numbers
- Shelf & inventory management – insights for visual merchandising, shelf management and stock management
- Security & privacy – customer identification and identity authentication, intelligent store inspection for loss prevention
- Safety – monitor social distance, alert about safety hazards like spills in the aisle
The advancement of AI in retail largely depends on the ability of an edge AI processor to natively support the key applications mentioned above in high-accuracy and in real-time, while securing people’s privacy. The Hailo processors provide high-resolution, high-frame rate neural processing that allows capturing the smallest objects in a wide area of interest, in high accuracy and real-time, with minimum false rate and maximum privacy. All this can be done using low-power and small size commercial or custom IP cameras.
source:
https://hailo.ai/applications/retail/smart-retail/#scm
Solutions
AI Inference
Banking
Restaurant / POS
Medical
Security
Factory Automation
CANbus Application
Transportation
Kiosk and Self-service
Public Utilities
-
[ DevicePort ] 三泰科技DevicePort 支持银行产业应用
-
水质监测-2008北京奥运专案
-
加油站-多媒体及监控作业
-
交通-高速公路监控系统
-
机场-机场环境监控系统
-
FAB-多媒体影音下载
-
税务-系统事务机控制系统
-
船舶-蓝芽GPS系统
-
城市交通-公共自行车收费系统
-
印钞厂-印钞及验钞机系统
-
邮局-邮务及储汇系统
-
军事-飞弹射控侦测及仿真系统
-
加油站-加油枪控制系统
-
加油站
-
高速收费站
-
交通控制
-
停车场门禁控制
-
自助报纸贩卖机
-
门禁系统
-
地铁售票及闸道控制
-
银行ATM系统
-
银行柜台
-
多媒体查询机
-
彩票系统
-
大公交通系统
-
自动贩卖机
-
点菜系统
-
大头贴拍照机
-
电影票销售系统
-
POS 系统
-
霓虹灯广告
-
Highway: ETHERNET for transportation safety,control, monitoring and management.
-
Central Traffic Control
-
Traffic System : Wireless Device Servers for Vehicle Monitoring
-
Office Building : Wireless Device Servers for Building Access
-
POS System : POS over Ethernet
-
Underground System : Serial to Ethernet for Mining Automation
-
Healthcare : Serial over ETHERNET Solution for Healthcare
-
Factory Floor Automation : Serial to Ethernet for Factory Floor Automation
-
Parking Lot System : Solution for Automated Parking System
-
Parking: Data Control System for Smooth Parking