AI Applications and AI SDK on RZ/V series are provided as quick and easy solutions for starting AI.
For more information, please refer to here.
This repository provides the various sample RZ/V AI Applications.
To use the applications, please follow the readme.md file in the folder, where the each application is provided in.
To run AI Applications, users need to setup RZ/V AI SDK.
Please follow Getting Started and start AI Applications and AI SDK.
The provided functions of AI Applications are listed as:
The Head_count application is used to count the human heads present in a video from camera input.
The Line_crossing_object_counting is a sample application that demonstrates counting of the objects when they cross a virtual line drawn by the user. Application uses a deep learning based object detector YoloV3 to detect the objects and a SORT based tracker to track the objects.
The Elderly_fall_detection application enabled with vision based Ai examine human movement and perform activity recognition to detect falling events in input videos from camera.
The Safety_helmet_vest_detection application is used to detect the safety helmet and vest present in an image from camera input.
The Age_gender_detection application is used to predict age-group and detect the gender of a perso in a video input.
This Animal_detection is used to detect specific set of animals in camera inputs.
The Human_gaze_detection application has important information for applications such as Driver Monitor Systems to monitor driver's attentiveness. It can also help to analyse viewer's attention data in case of digital signage and retail industry.
The Driver_monitoring_system application is basic variant of the DMS system. This has features like driver's head pose detection(left, right and center head pose), eye blink detection and yawn detection.
The Head_count_topvew application will count the human heads present in a video from camera input.
The Hand_gesture_recognition_v2 application recognizes hand gestures like one, two, three, four five, thumbs up, thumbs down,
and rock.
The Car_ahead_departure_detection application is used to detects the movement of a car in the front away from a reference point from camera input.
The Multi_camera_vehicle_detection application is used to detect 10 types of vehicles below from camera input.
Also it can be used for these vehicles at 360 angle with multi cameras. Car, policecar, ambulance, bicycle, bus, truck, bike, tractor , auto and fire engine.
The Road_lane_segmentation application is used to segment road lanes in a video from camera input and generate a mask overlay on the lanes.
