Renesas RZ/V AI

AI Applications
for RZ/V series

Introduction

AI Applications are provided with pre-trained AI models. Select each application to access the source code.

Prerequisites

Before running AI Applications, please see Getting Started to start-up RZ/V AI SDK.

References

Link	Details
RZ/V AI Applications Demo	SD card image that contains GUI application to select AI Applications. Users can run AI Applications without constructing the AI SDK environment.
About AI Applications	Explains the overview of AI Applications.
AI Applications Customize Guide	Explains how to modify AI Applications. E.g., how to implement Transformer-based model?

Note

Any references to "RZ/V2N EVK" in each documentation also apply to "FPB-RZV2N", unless explicitly stated otherwise.

Agriculture

Defense wild animals for crop

Updated!

Detect the types of animals that enter your farm or barn for pest control.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 07_Animal_detection
Model: YOLOv3
Dataset: Animals Detection Images Dataset+Images.cv+Coco Dataset

RZ/V2L >

3fps

RZ/V2H >

38fps

VIDEO >

RZ/V2N >

15fps

Fruit and Vegetable Plant Disease Check

Supports farmer by classifying whether the plant has a disease or not.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q07_plant_disease_classification
Model: Custom
Dataset: New Plant Diseases Dataset

RZ/V2L >

14fps

RZ/V2H >

500fps

RZ/V2N >

250fps

Ranch Livestock Management

Counts the number of livestock to help monitor the number of animals bred in a ranch.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q08_object_counter (Animal Counting)
Model: Tiny YOLOv3 | EdgeYOLO-M
Dataset: Custom

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Smart Building

Elevator passengers Counting

Updated!

Issues alerts if the elevator is overcrowded and exceeds its capacity.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 01_Head_count
Model: YOLOv3
Dataset: HollywoodHeads

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Conference Room Usage Monitor

Updated!

Monitors if the meeting room is vacant by counting the number of people in the room.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

VIDEO >

RZ/V2N >

15fps

VIDEO >

Lighting Control

Updated!

Automatically controls the lighting according to the situation by counting the number of people in the room.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Security Area Intrusion Detection

Updated!

Detects illegal intrusions to security area in the office.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 02_Line_crossing_object_counting
Model: Tiny YOLOv3 | YOLOv3
Dataset: HollywoodHeads

RZ/V2L >

20fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Wear management at construction sites

Updated!

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 RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 04_Safety_helmet_vest_detection
Model: YOLOv3
Dataset: helmet-safety-vest-detection+Kaggle dataset

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Touchless Controller for elevator

Updated!

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

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 12_Hand_gesture_recognition_v2
Model: Tiny YOLOv2+ResNet-18 | YOLOv3
Dataset: YOLO-Hand-Detection/HaGRID | HaGRID

RZ/V2L >

13fps
for single hand

RZ/V2H >

38fps

RZ/V2N >

15fps

Employee ID check for Restricted Area

Checks the employee ID and the person matches before entering to restricted area.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q02_face_authentication
Model: FaceNet
Dataset: FaceNet

RZ/V2L >

2fps

RZ/V2H >

5fps

RZ/V2N >

5fps

Multi-Camera Parking Lot Management

Monitors cars or other vehicles going in and out of a parking lot.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 14_Multi_camera_vehicle_detection
Model: YOLOX-L
Dataset: Megvii-BaseDetection

RZ/V2H >

67fps

RZ/V2N >

33fps

Smart City

Congestion Detection in Railway Station

Updated!

Monitors the congestion level on trains and buses by detecting the number of passengers.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Prohibited Area Management

Updated!

Prevents accidents and detects illegal intrusions in construction site by detecting the entry to prohibited areas.

RZ/V2L >

20fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Distracted driving detection

Updated!

Issues an alert when the driver is distracted by detecting the line of sight.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 09_Human_gaze_detection
Model: ResNet-18+Tiny YOLOv3 | ResNet-18+YOLOv3
Dataset: ETH-XGaze/HollywoodHeads

RZ/V2L >

13fps

RZ/V2H >

36fps

RZ/V2N >

14fps

Duration monitoring for surveillance camera

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 RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q01_footfall_counter
Model: Tiny YOLOv3 | YOLOv3
Dataset: COCO

RZ/V2L >

15fps

RZ/V2H >

34fps

RZ/V2N >

13fps

Parking Spot Reservation

Detects the occupancy of parking spot for reservation system.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: -
Supported RZ/V2N AI SDK: -
Function: Q03_smart_parking
Model: Custom
Dataset: Custom

RZ/V2L >

4-7 msec
per slot

Illegal Parking Check

Detects the parking violation by monitoring the car presence in a restricted area.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: -
Supported RZ/V2N AI SDK: -
Function: Q03_smart_parking
Model: Custom
Dataset: Custom

RZ/V2L >

4-7 msec
per slot

Passport check support

Supports passport check in airport immigration by checking the match of users face and their passport.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q02_face_authentication
Model: FaceNet
Dataset: FaceNet

RZ/V2L >

2fps

RZ/V2H >

5fps

RZ/V2N >

5fps

Bus passenger counting

Updated!

Counts the number of passengers on public transportation. It is also effective in preventing children from being left behind on school buses.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Backtravel Detection

Updated!

Detects people going backwards on one-way stairs, aisles, or escalators. Helps preventing congestion and accidents.

RZ/V2L >

20fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Violence Activity Check in Surveillance Camera

Supports the surveillance system by monitoring the suspicious/violent activity.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q05_suspicious_activity
Model: Custom
Dataset: Real Life Violence Situations Dataset

RZ/V2L >

33fps

RZ/V2H >

77fps

RZ/V2N >

77fps

Bird Damage Prevention

Counts birds captured by the camera and alerts the user. It can be used to prevent bird damage in parks, residential areas, or fields.

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Blind Spot Monitor

Detects vehicles that enter the driver's blind spot. It can detect motorcycles and bicycles to help prevent accidents when turning a corner.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q08_object_counter (Vehicle Counting)
Model: Tiny YOLOv3 | EdgeYOLO-M
Dataset: Custom

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Preceding Vehicle Movement Alert

Updated!

Detects the departure of the preceding vehicle. It prevents the driver from a delayed start when waiting at a traffic light or in a traffic jam.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 13_Car_ahead_departure_detection
Model: Tiny YOLOv3
Dataset: COCO

RZ/V2L >

20fps

RZ/V2H >

167fps

RZ/V2N >

83fps

Emergency Vehicles Detector

Detects an emergency vehicle approaching from behind and alerts the driver. The driver can notice the emergency vehicle at an early stage.

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Illegal Bicycle Approach Detection

Detects whether motorcycles are in pedestrian-only areas. It can prevent illegal parking or accidents.

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Bicycle Rental Stock Management

Counts the number of bicycles that are not being used in bicycle rental shops to support bicycle inventory management.

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Illegal Bicycle Parking Monitor Support

Detects illegally abandoned bicycles in front of train stations or other locations to reduce burdens on patrols.

RZ/V2L >

18fps

RZ/V2H >

45fps

RZ/V2N >

12fps

Infrastructure Defect Prevention

Detect cracks in tunnels or road surfaces. It helps to find deterioration and damage to infrastructure.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q09_crack_segmentation
Model: Unet
Dataset: Crack Segmentation Dataset

RZ/V2L >

13fps

RZ/V2H >

125fps

RZ/V2N >

63fps

Crime Prevention Support for School

Detects suspiciously dressed persons at schools or cram schools to help prevent crimes in which dangerous individuals attempt to harm students.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q10_suspicious_person_detection
Model: Tiny YOLOv3 | YOLOv3
Dataset: Custom

RZ/V2L >

16fps

RZ/V2H >

40fps

RZ/V2N >

14fps

Multi-Camera Vehicle Detector

Allows multi-directional detection of vehicle existence with multiple cameras. It can prevent car accidents by noticing the cars outside of human sight.

RZ/V2H >

67fps

RZ/V2N >

33fps

Car Accident Prevention Alert

Alerts children or elderly individuals that there are vehicles nearby from wearable/portable devices attached to their backpacks by multi-directional vehicle detection.

RZ/V2H >

67fps

RZ/V2N >

33fps

Driving Support with Road Lane Segmentation

Notifies drivers approaching the warning area by segmenting the road lane and crosswork. It can prevent car accidents against people.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 15_Road_lane_segmentation
Model: Unet
Dataset: Road Lane Segmentation

RZ/V2H >

125fps

RZ/V2N >

50fps

Visual Walking Support

Notifies the people who require visual support when crossing the side lane or using the crosswalk.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 15_Road_lane_segmentation
Model: Unet
Dataset: Road Lane Segmentation

RZ/V2H >

125fps

RZ/V2N >

50fps

River water level monitoring system

Monitors river levels and alerts when flood levels are detected.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: C01_river_area_monitoring
Model: DeepLabv3
Dataset: COCO Stuff

RZ/V2H >

53fps

RZ/V2N >

17fps

Healthcare

Physical Condition Monitor

Updated!

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 RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 03_Elderly_fall_detection
Model: Tiny YOLOv2+HRNet
Dataset: E-FPDS,FPDS_v2 Dataset/COCO | E-FPDS,FPDS_v2 Dataset/MPII Human Pose Dataset

RZ/V2L >

5fps

RZ/V2H >

60fps

RZ/V2N >

22fps

Yoga Pose Monitor

Detects the human body and analyzes the pose of yoga to correct the posture.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q12_yoga_pose_estimation
Model: HRNet+Custom
Dataset: COCO+Yoga Pose Classification

RZ/V2H >

77fps

RZ/V2N >

42fps

Body size measurement

Measures the length of body parts based on depth camera input and assists in selecting clothing that fits your body.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: C02_depth_cam_human_body_estimation
Model: HRNet
Dataset: COCO

RZ/V2H >

200fps

RZ/V2N >

67fps

Smart Home

Air Conditioner Control

Updated!

Automatically controls the air conditioning according to the situation by counting the number of people in the room.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Smart TV

Updated!

Provides smart TV system, which switches to favorite TV channel by collecting the data of family members and TV contents that they watched.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: -
Supported RZ/V2N AI SDK: -
Function: 06_Face_recognition_spoof_detection
Model: ArcFace/ResNet-50
Dataset: VGGFace2

RZ/V2L >

5fps

Pet Detection in Kitchen and Child's Room

Updated!

Issues an alert when your pets have entered dangerous areas such as kitchen or children room.

RZ/V2L >

3fps

RZ/V2H >

38fps

RZ/V2N >

15fps

Touchless Controller for Kitchen Appliance

Updated!

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

RZ/V2L >

13fps
for single hand

RZ/V2H >

38fps

RZ/V2N >

15fps

Food Package Expiry Date Check

Monitors the expiry date of food placed in the refrigerator.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q06_expiry_date_detection
Model: Tiny YOLOv3+Tesseract | YOLOv3+Tesseract
Dataset: Custom

RZ/V2L >

16fps for
Tiny YOLOv3

RZ/V2H >

38fps for
YOLOv3

RZ/V2N >

14fps for
YOLOv3

Industrial

Work Area Personnel Management

Updated!

Monitors attendance of workers by counting their number entered in the work area.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 01_Head_count
Model: YOLOv3
Dataset: HollywoodHeads

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Access Control

Updated!

Monitors the total number of visitors by counting the number of people who have passed through the entrance/exit.

RZ/V2L >

20fps

RZ/V2H >

40fps

VIDEO >

RZ/V2N >

15fps

Helmet and safety vest wearing monitor

Updated!

Increase the safety level in the factory by monitoring the helmet use.

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Touchless Controller for Industrial machine

Updated!

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

RZ/V2L >

13fps
for single hand

RZ/V2H >

38fps

RZ/V2N >

15fps

Driver Monitoring System

Updated!

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 RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 10_Driver_monitoring_system
Model: Tiny YOLOv3+DeepPose | YOLOX-L
Dataset: HollywoodHeads/WFLW | DMS Computer Vision Dataset

RZ/V2L >

7fps

RZ/V2H >

77fps

RZ/V2N >

34fps

Species check support in Fish Factory

Classifies the fish species shown in the camera to support the fish processing industry.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q04_fish_classification
Model: Custom
Dataset: Fish Dataset

RZ/V2L >

18fps

RZ/V2H >

250fps

RZ/V2N >

167fps

Defect Inspection Support

Monitors the factory production line to detect cracks in the manufactured products. It supports the product inspection process.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q09_crack_segmentation
Model: Unet
Dataset: Crack Segmentation Dataset

RZ/V2L >

13fps

RZ/V2H >

125fps

RZ/V2N >

63fps

Aquaculture Industrial Support

Monitors fish to help aquaculture operators to manage their resources.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q11_fish_detection
Model: Tiny YOLOv3 | YOLOv3
Dataset: Custom

RZ/V2L >

17fps

RZ/V2H >

38fps

RZ/V2N >

14fps

Lumber visual inspection

Anomalies in wood, such as scratches and dirt are detected using the anomaly detection method: PatchCore. Supports product inspection processes.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: C03_surface_anomaly_detection
Model: PatchCore_resnet18
Dataset: Custom

RZ/V2H >

435fps

RZ/V2N >

313fps

Analog Meter Reader

Finds the analog meter reading value using segmentation after the initial setup of gauge min/max/center allocation.

Supported RZ/V2L AI SDK: -
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q13_analog_meter_reader
Model: YOLOX-L+Unet
Dataset: gauge-detection Dataset+analog_needle_segmentation Dataset

RZ/V2H >

9fps

RZ/V2N >

3fps

Retail

Congestion Detection

Updated!

Issues an alert when the store is overcrowded with more customers.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Smart POS

Updated!

Supports checking ages of customers by checking their age in front of the casher and linking the information with their purchase.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 05_Age_gender_detection
Model: Tiny YOLOv3+FairFace | YOLOv3+FairFace
Dataset: HollywoodHeads/FairFace

RZ/V2L >

11fps

RZ/V2H >

34fps

RZ/V2N >

14fps

Marketing Interest Analysis

Updated!

Monitors the gaze direction of customer in the retail store, which can be used to collect marketing information.

RZ/V2L >

13fps

RZ/V2H >

36fps

RZ/V2N >

14fps

Staying and flow line monitoring

Collects marketing data by monitoring the number of people and duration of their stay in a certain place.

Supported RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: Q01_footfall_counter
Model: Tiny YOLOv3 | YOLOv3
Dataset: COCO

RZ/V2L >

15fps

RZ/V2H >

34fps

RZ/V2N >

13fps

Exhibition Participants Monitoring

Updated!

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 RZ/V2L AI SDK: v7.00
Supported RZ/V2H AI SDK: v6.00
Supported RZ/V2N AI SDK: v6.00
Function: 11_Head_count_topview
Model: YOLOv3
Dataset: Custom

RZ/V2L >

3fps

RZ/V2H >

40fps

RZ/V2N >

15fps

Store Crime Prevention

Detects suspiciously dressed persons in convenience stores or unmanned stores to prevent theft.

RZ/V2L >

16fps

RZ/V2H >

40fps

RZ/V2N >

14fps

For license information, please see About AI Applications.

Introduction

Prerequisites

References

SD card image that contains GUI application to select AI Applications. Users can run AI Applications without constructing the AI SDK environment.

Explains the overview of AI Applications.

Explains how to modify AI Applications. E.g., how to implement Transformer-based model?

Note

Agriculture

Updated!

Smart Building

Updated!

Updated!

Updated!

Updated!

Updated!

Updated!

Smart City

Updated!

Updated!

Updated!

Updated!

Updated!

Updated!

Healthcare

Updated!

Smart Home

Updated!

Updated!

Updated!

Updated!

Industrial

Updated!

Updated!

Updated!

Updated!

Updated!

Retail

Updated!

Updated!

Updated!

Updated!

Filter

Category

Model

Target Object

Device

Status

Feature

SD card image that contains GUI application to select AI Applications.
Users can run AI Applications without constructing the AI SDK environment.

Explains how to modify AI Applications.
E.g., how to implement Transformer-based model?