AI Applications
for RZ/V series

AI Applications are provided with pre-trained AI models.

Select each application to access the source code.


To run the AI Applications without constructing the AI SDK environment, refer to Demo.

Agriculture

• RZ/V2L

• Defense wild animals for crop

  
  

  Detect the types of animals that enter your farm or barn for pest control.
  
  Supported AI SDK: v2.00
  Function: 07_Animal_detection
  Model: YOLOv3
  Dataset: Animals Detection Images Dataset+Images.cv+Coco Dataset
  

• RZ/V2L

• Fruit and Vegetable Plant Disease Check

  New!

  Supports farmer by classifying whether the plant has a disease or not.
  
  Supported AI SDK: v2.00
  Function: Q07_plant_disease_classification
  Model: Custom
  Dataset: New Plant Diseases Dataset
  

Smart Building

• RZ/V2L

• Elevator passengers Counting

  
  

  Issues alerts if the elevator is overcrowded and exceeds its capacity.
  
  Supported AI SDK: v2.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  

• RZ/V2L

• Conference Room Usage Monitor

  Updated!

  Monitors if the meeting room is vacant by counting the number of people in the room.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Lighting Control

  Updated!

  Automatically controls the lighting according to the situation by counting the number of people in the room.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Security Area Intrusion Detection

  
  

  Detects illegal intrusions to security area in the office.
  
  Supported AI SDK: v2.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  

• RZ/V2L

• Wear management at construction sites

  
  

  Analyzes the equipment of workers before entering the construction site by detecting the necessary equipment such as helmet or vest. It can be used to reduce the overload of monitoring person and ensure workers to wear appropriate equipment.
  
  Supported AI SDK: v2.00
  Function: 04_Safety_helmet_vest_detection
  Model: YOLOv3
  Dataset: Safety Helmet Detection on kaggle
  

• RZ/V2L

• Touchless Controller for elevator

  Updated!

  By using hand gestures, elevator operation can be done without touching the buttons.
  
  Supported AI SDK: v2.00
  Function: 12_Hand_gesture_recognition_v2
  Model: TinyYOLOv2+ResNet18
  Dataset: YOLO-Hand-Detection for hand detection and HAgrid for classifier
  

• RZ/V2L

• Employee ID check for Restricted Area

  New!

  Checks the employee ID and the person matches before entering to restricted area.
  
  Supported AI SDK: v2.00
  Function: Q02_face_authentication
  Model: FaceNet
  Dataset: FaceNet
  

Smart City

• RZ/V2L

• Congestion Detection in Railway Station

  Updated!

  Monitors the congestion level on trains and buses by detecting the number of passengers.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Prohibited Area Management

  
  

  Prevents accidents and detects illegal intrusions in construction site by detecting the entry to prohibited areas.
  
  Supported AI SDK: v2.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  

• RZ/V2L

• Distracted driving detection

  
  

  Issues an alert when the driver is distracted by detecting the line of sight.
  
  Supported AI SDK: v2.00
  Function: 09_Human_gaze_detection
  Model: ResNet-18+Tiny YOLOv2
  Dataset: ETH-XGaze+WIDERFACE
  

• RZ/V2L

• Duration monitoring for surveillance camera

  New!

  Prevents the theft by monitoring whether there is a suspicious person wandering around the specified area. Can be used in car dealer, housing, etc.
  
  Supported AI SDK: v2.00
  Function: Q01_footfall_counter
  Model: TinyYOLOv3
  Dataset: COCO
  

• RZ/V2L

• Parking Spot Reservation

  
  

  Detects the occupancy of parking spot for reservation system.
  
  Supported AI SDK: v2.00
  Function: Q03_smart_parking
  Model: Custom
  Dataset: Custom
  

• RZ/V2L

• Illegal Parking Check

  New!

  Detects the parking violation by monitoring the car presence in a restricted area.
  
  Supported AI SDK: v2.00
  Function: Q03_smart_parking
  Model: Custom
  Dataset: Custom
  

• RZ/V2L

• Passport check support

  
  

  Supports passport check in airport immigration by checking the match of users face and their passport.
  
  Supported AI SDK: v2.00
  Function: Q02_face_authentication
  Model: FaceNet
  Dataset: FaceNet
  

• RZ/V2L

• Bus passenger counting

  New!

  Counts the number of passengers on public transportation. It is also effective in preventing children from being left behind on school buses.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Backtravel Detection

  New!

  Detects people going backwards on one-way stairs, aisles, or escalators. Helps preventing congestion and accidents.
  
  Supported AI SDK: v2.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  

• RZ/V2L

• Violence Activity Check in Surveillance Camera

  New!

  Supports the surveillance system by monitoring the suspicious/violent activity.
  
  Supported AI SDK: v2.00
  Function: Q05_suspicious_activity
  Model: EfficientNet+MLP
  Dataset: Real Life Violence Situations Dataset
  

Healthcare

• RZ/V2L

• Physical Condition Monitor

  
  

  Support the early rescue by detecting any changes in the body condition of patients/users in the hospitals and care facility when they are alone.
  
  Supported AI SDK: v2.00
  Function: 03_Elderly_fall_detection
  Model: TinyYOLOv2+HRNet
  Dataset: PASCAL VOC+COCO
  

Smart Home

• RZ/V2L

• Air Conditioner Control

  Updated!

  Automatically controls the air conditioning according to the situation by counting the number of people in the room.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Smart TV

  New!

  Provides smart TV system, which switches to favorite TV channel by collecting the data of family members and TV contents that they watched.
  
  Supported AI SDK: v2.00
  Function: 06_Face_recognition_spoof_detection
  Model: ResNet-50
  Dataset: VGGFace2
  

• RZ/V2L

• Pet Detection in Kitchen and Child's Room

  
  

  Issues an alert when your pets have entered dangerous areas such as kitchen or children room.
  
  Supported AI SDK: v2.00
  Function: 07_Animal_detection
  Model: YOLOv3
  Dataset: Animals Detection Images Dataset+Images.cv+Coco Dataset
  

• RZ/V2L

• Touchless Controller for Kitchen Appliance

  Updated!

  Allows you to control electrical appliances by the hand gestures without touching them.
  
  Supported AI SDK: v2.00
  Function: 12_Hand_gesture_recognition_v2
  Model: TinyYOLOv2+ResNet18
  Dataset: YOLO-Hand-Detection for hand detection and HAgrid for classifier
  

• RZ/V2L

• Food Package Expiry Date Check

  New!

  Monitors the expiry date of food placed in the refrigerator.
  
  Supported AI SDK: v2.00
  Function: Q06_expiry_date_detection
  Model: TinyYOLOv3+Tesseract
  Dataset: ExpDate
  

Industrial

• RZ/V2L

• Work Area Personnel Management

  
  

  Monitors attendance of workers by counting their number entered in the work area.
  
  Supported AI SDK: v2.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  

• RZ/V2L

• Access Control

  New!

  Monitors the total number of visitors by counting the number of people who have passed through the entrance/exit.
  
  Supported AI SDK: v2.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  

• RZ/V2L

• Helmet and safety vest wearing monitor

  
  

  Increase the safety level in the factory by monitoring the helmet use.
  
  Supported AI SDK: v2.00
  Function: 04_Safety_helmet_vest_detection
  Model: YOLOv3
  Dataset: Safety Helmet Detection on kaggle
  

• RZ/V2L

• Touchless Controller for Industrial machine

  Updated!

  Machine button operation can be done without contact using gestures in factory.
  
  Supported AI SDK: v2.00
  Function: 12_Hand_gesture_recognition_v2
  Model: TinyYOLOv2+ResNet18
  Dataset: YOLO-Hand-Detection for hand detection and HAgrid for classifier
  

• RZ/V2L

• Driver Monitoring System

  New!

  Detects whether the driver is looking aside, yawning or closing his eyes. Prevents car accidents by detecting when the driver is getting sleepy while driving.
  
  Supported AI SDK: v2.00
  Function: 10_Driver_monitoring_system
  Model: TinyYOLOv2+DeepPose
  Dataset: WIDERFACE/WFLW
  

• RZ/V2L

• Species check support in Fish Factory

  New!

  Classifies the fish species shown in the camera to support the fish processing industry.
  
  Supported AI SDK: v2.00
  Function: Q04_fish_classification
  Model: EfficientNet based
  Dataset: Fish Dataset
  

Retail

• RZ/V2L

• Congestion Detection

  Updated!

  Issues an alert when the store is overcrowded with more customers.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

• RZ/V2L

• Smart POS

  New!

  Supports checking ages of customers by checking their age in front of the casher and linking the information with their purchase.
  
  Supported AI SDK: v2.00
  Function: 05_Age_gender_detection
  Model: ResNet-18/ResNet-50
  Dataset: Unknown
  

• RZ/V2L

• Marketing Interest Analysis

  New!

  Monitors the gaze direction of customer in the retail store, which can be used to collect marketing information.
  
  Supported AI SDK: v2.00
  Function: 09_Human_gaze_detection
  Model: ResNet-18+Tiny YOLOv2
  Dataset: ETH-XGaze+WIDERFACE
  

• RZ/V2L

• Staying and flow line monitoring

  
  

  Collects marketing data by monitoring the number of people and duration of their stay in a certain place.
  
  Supported AI SDK: v2.00
  Function: Q01_footfall_counter
  Model: TinyYOLOv3
  Dataset: COCO
  

• RZ/V2L

• Exhibition Participants Monitoring

  New!

  Monitor the number of visitors to an exhibition or other open space. Changes in the number of participants can also be detected since it counts the number of participants in real time.
  
  Supported AI SDK: v2.00
  Function: 11_Head_count_topview
  Model: YOLOv3
  Dataset: Various dataset
  

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