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: v1.00
  Function: 07_Animal_Detection
  Model: YOLOv3
  Dataset: Animals Detection Images Dataset+Images.cv+Coco Dataset
  Performance: 3fps

Smart Building

• RZ/V2L

• Elevator passengers Counting

  Issues alerts if the elevator is overcrowded and exceeds its capacity.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• RZ/V2L

• Conference Room Usage Monitor

  Monitors if the meeting room is vacant by counting the number of people in the room.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• RZ/V2L

• Lighting Control

  Automatically controls the lighting according to the situation by counting the number of people in the room.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• RZ/V2L

• Security Area Intrusion Detection

  Detects illegal intrusions to security area in the office.
  
  Supported AI SDK: v1.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  Performance: 13fps

• 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: v1.00
  Function: 04_Safety_Helmet_Vest_Detection
  Model: YOLOv3
  Dataset: Safety Helmet Detection on kaggle
  Performance: 3fps

• RZ/V2L

• Touchless Controller for elevator

  By using hand gestures, elevator operation can be done without touching the buttons.
  
  

  Coming soon...

Smart City

• RZ/V2L

• Congestion Detection in Railway Station

  Monitors the congestion level on trains and buses by detecting the number of passengers.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• RZ/V2L

• Prohibited Area Management

  Prevents accidents and detects illegal intrusions in construction site by detecting the entry to prohibited areas.
  
  Supported AI SDK: v1.00
  Function: 02_Line_crossing_object_counting
  Model: TinyYOLOv2
  Dataset: COCO
  Performance: 13fps

• RZ/V2L

• Distracted driving detection

  Issues an alert when the driver is distracted by detecting the line of sight.
  
  Supported AI SDK: v1.00
  Function: 09_Human_Gaze_Detection
  Model: ResNet-18+Tiny YOLOv2
  Dataset: ETH-XGaze+WIDERFACE
  Performance: 3fps

• RZ/V2L

• Parking Spot Reservation

  Detects the occupancy of parking spot for reservation system.
  
  Supported AI SDK: v1.00
  Function: Q03_smart_parking
  Model: Custom
  Dataset: Custom
  Performance: 4-7 msec per slot

• RZ/V2L

• Passport check support

  Supports passport check in airport immigration by checking the match of users face and their passport.
  
  Supported AI SDK: v1.00
  Function: Q02_face_authentication
  Model: FaceNet
  Dataset: FaceNet
  Performance: 2fps

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: v1.00
  Function: 03_Elderly_fall_detection
  Model: TinyYOLOv2+HRNet
  Dataset: PASCAL VOC+COCO
  Performance: 5fps

Smart Home

• RZ/V2L

• Air Conditioner Control

  Automatically controls the air conditioning according to the situation by counting the number of people in the room.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• 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: v1.00
  Function: 07_Animal_Detection
  Model: YOLOv3
  Dataset: Animals Detection Images Dataset+Images.cv+Coco Dataset
  Performance: 3fps

• RZ/V2L

• Touchless Controller for Kitchen Appliance

  Allows you to control electrical appliances by the hand gestures without touching them.
  
  

  Coming soon...

Industrial

• RZ/V2L

• Work Area Personnel Management

  Monitors attendance of workers by counting their number entered in the work area.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• RZ/V2L

• Helmet and safety vest wearing monitor

  Increase the safety level in the factory by monitoring the helmet use.
  
  Supported AI SDK: v1.00
  Function: 04_Safety_Helmet_Vest_Detection
  Model: YOLOv3
  Dataset: Safety Helmet Detection on kaggle
  Performance: 3fps

• RZ/V2L

• Touchless Controller for Industrial machine

  Machine button operation can be done without contact using gestures in factory.
  
  

  Coming soon...

Retail

• RZ/V2L

• Congestion Detection

  Issues an alert when the store is overcrowded with more customers.
  
  Supported AI SDK: v1.00
  Function: 01_Head_count
  Model: YOLOv3
  Dataset: HollywoodHeads
  Performance: 3fps

• 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: v1.00
  Function: Q01_footfall_counter
  Model: TinyYOLOv3
  Dataset: COCO
  Performance: 9fps

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