Welcome back to the OpenVINO channel This is going to be a really cool video
I am going to build a full ADAS system using
OpenVINO Without a single line of code.. All out of
the box. In less than 10 Minutes !! And then.. We'll take it to the road..
To see it actually working !!!
I'll run it on my laptop, It's a standard Lenovo with Core 8th gen
i7 processor.. These are the demos and the models from the
model-zoo I'll be using
I'm going to build the Demos, download all the models, copy them to the right places,
And run the street-facing camera, which will be an instance segmentation demo
And the driver-facing which will be a gaze detection demo
OK, clock is running I already have downloaded and installed OpenVINO,
you already know how to do it,
First let's build the OpenVINO demos. It's as easy as running this script
Script is running and will generate the binaries under my-documents.. Intel ..demos
build.. Here
Lets open a command window And another one.
Initialize OpenVINO in both of them
Now let's go to the downloader directory I am going to use the downloader
to download all the 5 models at once.
the list is a simple list of the models I need.
I need precision FP16 , pls put them in this directory
And the models are being downloaded.
I go to the python demo of instance-segmentation For simplicity I will just copy
the IR files to the same directory And we can basically run the demo..
-input camera 1 -model is the instance-segmentation model
I need the labels file, 2 more parameters and a library dll for the CPU that was already generated
And I'm ready for the street camera
Let's go to the release directory for the gaze demo
For simplicity I will just copy the IR files here..
Let's operate the streeet camera
And, run the gaze estimation demo,
-I camera Model for the gaze estimation, model for face-detection
model for head-pose and for landmark.. And we are all set..
And I already have the street view
You can see the segmentation
I'm a person
We have a gaze estimation
And we are ready
let's hit the road
and we have a car coming
Let's see if it can detect the person
the kid over there
He's being detected
Traffic signs detected
Pretty cool.. see you on the next video