Building an Object Detection Model with the ML.NET Model Builder

Showing how to use the VoTT (Visual Object Tagging Tool) to generate data and use it in Model Builder to get an object detection model.

Contact:

Gear used (affiliate links):

[JonWood]

What kind of object detection models do you plan on using Model Builder for?

[Zeeshanmys]

Love your tutorials...!!!! Keep them coming...!!!

[fromurgench]

Hello dear friend. How I can realise with my webcamera realtime detection? With capture and getting frames no problem, but The InputData only gets Link to my image (ex. c:/asd/asd.png). How I can send Bitmap object to predictor?

[kon]

any idea whether VS plans to enable object detection training for local machines in the near future? I want to use it for small personal/passion projects, and don't really want to spend a dime on Azure

[ucNguyen-sjzp]

Thanks for your video. I wonder how to use local environment to train this ?

[حيدرعباس-طهر]

Hi Jon,

I used this tutorial step by step to detect car number plate, but it is very slow, it takes 1.5 to 5 seconds to detect the number plate while the picture is 640×480 pixels! Are there any options that I can use to get it faster?

Thank you

[federicocreti]

I can't add any compute, I get always this error message: this workspace does not have any valid compute sizes

[dangnguyenvan]

Great video!
i wondering whether is this model can run with real-time? how the FPS?
thanks a lot!!

[AJ-lxon]

what if I had labelled dataset images with Json coco format. will it train directly without labelling.

[dangnguyenvan]

Dear sir,
My visua studio 2019' object detection being in limited scenarios, what i can do to fix this?
Thanks in advance!

[Zeeshanmys]

Hey jon.. Can we make use of this concept to identify a certain text on images..??

[Anno_Nymous]

if i set up the compute it just errors out.

[Evvox]

Waiting until Microsoft makes it possible to do it local instead of Azure...

[waltergrimm]

your video is broken, I can just see blurred lines