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
專業文章
應用案例
-
利用三泰科技 OCuLink 擴充卡 提升薄型桌上型電腦 GPU 的效能
-
Hailo8 應用 – 人臉辨識
-
ReID 與 Object Detection 的差異與 Hailo 應用實作
-
SUNIX CAN FD 通訊卡在智慧製造場域的應用
-
SUNIX CAN FD通訊卡在軌道交通場域的應用
-
SUNIX CAN FD 通訊卡在 MRI(磁振造影)系統的應用
-
外接儲存系統應用:以三泰科技 OCuLink 擴充卡為核心的高效架構
-
UPB2430 USB4 Daisy Chain 應用:解鎖高效能串接新體驗
-
SUNIX CAN FD 通訊卡在智慧移動機器人(AGV/AMR)中的應用
-
三泰科技 CAN FD 卡在模組化儲能系統中的應用
-
SUNIX CAN FD卡在汽車維修站診斷系統的應用
-
In-Depth Analysis of the SAE J1939 Breaking Down the PNG and SPN
-
CAN FD 在汽車維修站診斷系統的應用與效益提升
-
CAN FD 在電動車電池管理系統中的應用
-
智慧零售中的 AI 應用
-
生成式 AI 在智慧座艙 / 車用資訊娛樂系統 (IVI) 中的應用
-
Generative AI for Smart Cockpit / IVI
-
AI In Smart Retail
-
Hailo AI Processor for Personal Computers
-
Access Control & Identity Management
-
Intelligent Transportation Systems
-
Perimeter Protection
-
Hailo AI Processor for AOI
-
Hailo AI Processor for ADAS & AD
-
Controller Area Network Extra Long (CAN XL) by Cia
-
CAN FD - The basic idea by Cia
-
CAN FD: Anything But Automotive Only by EE Times
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
專業文章
應用案例
-
利用三泰科技 OCuLink 擴充卡 提升薄型桌上型電腦 GPU 的效能
-
Hailo8 應用 – 人臉辨識
-
ReID 與 Object Detection 的差異與 Hailo 應用實作
-
SUNIX CAN FD 通訊卡在智慧製造場域的應用
-
SUNIX CAN FD通訊卡在軌道交通場域的應用
-
SUNIX CAN FD 通訊卡在 MRI(磁振造影)系統的應用
-
外接儲存系統應用:以三泰科技 OCuLink 擴充卡為核心的高效架構
-
UPB2430 USB4 Daisy Chain 應用:解鎖高效能串接新體驗
-
SUNIX CAN FD 通訊卡在智慧移動機器人(AGV/AMR)中的應用
-
三泰科技 CAN FD 卡在模組化儲能系統中的應用
-
SUNIX CAN FD卡在汽車維修站診斷系統的應用
-
In-Depth Analysis of the SAE J1939 Breaking Down the PNG and SPN
-
CAN FD 在汽車維修站診斷系統的應用與效益提升
-
CAN FD 在電動車電池管理系統中的應用
-
智慧零售中的 AI 應用
-
生成式 AI 在智慧座艙 / 車用資訊娛樂系統 (IVI) 中的應用
-
Generative AI for Smart Cockpit / IVI
-
AI In Smart Retail
-
Hailo AI Processor for Personal Computers
-
Access Control & Identity Management
-
Intelligent Transportation Systems
-
Perimeter Protection
-
Hailo AI Processor for AOI
-
Hailo AI Processor for ADAS & AD
-
Controller Area Network Extra Long (CAN XL) by Cia
-
CAN FD - The basic idea by Cia
-
CAN FD: Anything But Automotive Only by EE Times
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
專業文章
應用案例
-
利用三泰科技 OCuLink 擴充卡 提升薄型桌上型電腦 GPU 的效能
-
Hailo8 應用 – 人臉辨識
-
ReID 與 Object Detection 的差異與 Hailo 應用實作
-
SUNIX CAN FD 通訊卡在智慧製造場域的應用
-
SUNIX CAN FD通訊卡在軌道交通場域的應用
-
SUNIX CAN FD 通訊卡在 MRI(磁振造影)系統的應用
-
外接儲存系統應用:以三泰科技 OCuLink 擴充卡為核心的高效架構
-
UPB2430 USB4 Daisy Chain 應用:解鎖高效能串接新體驗
-
SUNIX CAN FD 通訊卡在智慧移動機器人(AGV/AMR)中的應用
-
三泰科技 CAN FD 卡在模組化儲能系統中的應用
-
SUNIX CAN FD卡在汽車維修站診斷系統的應用
-
In-Depth Analysis of the SAE J1939 Breaking Down the PNG and SPN
-
CAN FD 在汽車維修站診斷系統的應用與效益提升
-
CAN FD 在電動車電池管理系統中的應用
-
智慧零售中的 AI 應用
-
生成式 AI 在智慧座艙 / 車用資訊娛樂系統 (IVI) 中的應用
-
Generative AI for Smart Cockpit / IVI
-
AI In Smart Retail
-
Hailo AI Processor for Personal Computers
-
Access Control & Identity Management
-
Intelligent Transportation Systems
-
Perimeter Protection
-
Hailo AI Processor for AOI
-
Hailo AI Processor for ADAS & AD
-
Controller Area Network Extra Long (CAN XL) by Cia
-
CAN FD - The basic idea by Cia
-
CAN FD: Anything But Automotive Only by EE Times
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
專業文章
應用案例
-
利用三泰科技 OCuLink 擴充卡 提升薄型桌上型電腦 GPU 的效能
-
Hailo8 應用 – 人臉辨識
-
ReID 與 Object Detection 的差異與 Hailo 應用實作
-
SUNIX CAN FD 通訊卡在智慧製造場域的應用
-
SUNIX CAN FD通訊卡在軌道交通場域的應用
-
SUNIX CAN FD 通訊卡在 MRI(磁振造影)系統的應用
-
外接儲存系統應用:以三泰科技 OCuLink 擴充卡為核心的高效架構
-
UPB2430 USB4 Daisy Chain 應用:解鎖高效能串接新體驗
-
SUNIX CAN FD 通訊卡在智慧移動機器人(AGV/AMR)中的應用
-
三泰科技 CAN FD 卡在模組化儲能系統中的應用
-
SUNIX CAN FD卡在汽車維修站診斷系統的應用
-
In-Depth Analysis of the SAE J1939 Breaking Down the PNG and SPN
-
CAN FD 在汽車維修站診斷系統的應用與效益提升
-
CAN FD 在電動車電池管理系統中的應用
-
智慧零售中的 AI 應用
-
生成式 AI 在智慧座艙 / 車用資訊娛樂系統 (IVI) 中的應用
-
Generative AI for Smart Cockpit / IVI
-
AI In Smart Retail
-
Hailo AI Processor for Personal Computers
-
Access Control & Identity Management
-
Intelligent Transportation Systems
-
Perimeter Protection
-
Hailo AI Processor for AOI
-
Hailo AI Processor for ADAS & AD
-
Controller Area Network Extra Long (CAN XL) by Cia
-
CAN FD - The basic idea by Cia
-
CAN FD: Anything But Automotive Only by EE Times



