Everything You Want to Know About ONNX

Ғылым және технология

Open Neural Network Exchange (ONNX) is an open format built to represent machine learning models. It defines the building blocks of machine learning and deep learning models along with a common file format to enable AI developers to use models with a variety of frameworks, tools, runtimes, and compilers. Watch this webinar recording to understand what is ONNX and how to get started with it.

Пікірлер: 28

  • @rahulkalidindi5550
    @rahulkalidindi55503 жыл бұрын

    Always loved how you explain each topic with such detail. Appreciate if you post an article or video on how you keep up with all the technologies and best sources to read about them.

  • @qiulinzhang1439
    @qiulinzhang14393 жыл бұрын

    Excellent works for beginners like me, the way from the big macro architecture and their inner relations to the small code details makes me understand onnx more clearly. I can say this is one of the best material for me to take one step into model deloyment. Thank you.

  • @ravitan85
    @ravitan853 жыл бұрын

    Fantastic explanation. When I started I had no clue what ONNX is, but after watching this one hour video I am pretty confident before start to working with ONNX. I, however, request you to please upload video on how to use ONNX model for production purposes like running it on mobile phones.

  • @jameslu1202
    @jameslu12023 жыл бұрын

    Explained a quite involved subject in a very clear manner, job well done!

  • @prudvi01
    @prudvi013 жыл бұрын

    Thanks for this amazing video! I was able to convert the .onnx model to .pb but it doesn't show much on netron and the inference is incorrect. Any suggestions where I might be messing up? (was able to get proper inference on the .onnx model converted from .pth)

  • @harshalnayanrathi9871
    @harshalnayanrathi9871 Жыл бұрын

    A great tutorial on ONXX. Could you please make the code available🙏

  • @asadraza8335
    @asadraza83352 жыл бұрын

    Thanks for the video. it is very informative and helpful in understanding ONNX

  • @tmbrye2
    @tmbrye22 жыл бұрын

    I've been tasked with writing a scoring program for any ONNX model that I'm giving. My question is like in your example you used the Iris dataset. I did not see anywhere in the model where it defines that your float array must be in the exact order of say sepal length, sepal width, petal length, and petal width. Is this information not available in the model and if sharing a model with others must you give them this information by hand or is it contained in the model somewhere? Thanks.

  • @anuradhadas8795
    @anuradhadas87953 жыл бұрын

    "The name 'add_4:0' refers to a Tensor which does not exist. The operation, 'add_4', does not exist in the graph." This is the error am getting whenever am trying to run the final infer through tensorflow. (1.02.46) Any idea how to solve this? Or any material I can refer to understand how to define these names?

  • @akash_a_desai
    @akash_a_desai2 жыл бұрын

    can you please explain how to do inference of yolo v3-v4 models?

  • @anuragp389
    @anuragp389 Жыл бұрын

    Brilliantly delivered!!

  • @rsilveira79
    @rsilveira793 жыл бұрын

    Nice video 👍, thanks!

  • @tubasweb
    @tubasweb2 ай бұрын

    Can you make an update video onnx?

  • @mpty2022
    @mpty20223 жыл бұрын

    thank u... excellent tutorial

  • @user-fi8ii5fx3b
    @user-fi8ii5fx3b3 жыл бұрын

    Nice video mate. Well done

  • @atharvahude
    @atharvahude2 жыл бұрын

    Best explanation

  • @ShittheswaranSelvakumar
    @ShittheswaranSelvakumar Жыл бұрын

    Thank you for the explanation..

  • @QuotableWebisodes
    @QuotableWebisodes Жыл бұрын

    Awesome webinar. I wanted some help regarding ONNX runtime and I’m unable to get it anywhere on the internet. I request you to reply to this comment if you will be able to help sir.

  • @kashitaniranjanudayangag.w2684
    @kashitaniranjanudayangag.w2684 Жыл бұрын

    when i call tf_rep.export_graph('model.pb') to export onnx to tf model, it gives following error. can you please help? x = input_dict[node.inputs[0]] KeyError: 'input.1'

  • @OneNewBoy
    @OneNewBoy3 жыл бұрын

    Thanks a lot!

  • @bgovi.
    @bgovi. Жыл бұрын

    What language is the main source code written in?

  • @Sydney2217
    @Sydney2217 Жыл бұрын

    How do you remove ONNX from a Windows 10 PC ?

  • @dineshpiyasamara1st
    @dineshpiyasamara1st Жыл бұрын

    Great explanation...

  • @reza6130
    @reza6130 Жыл бұрын

    please share slide ?

  • @muhammadiqbalbazmi9275
    @muhammadiqbalbazmi92752 жыл бұрын

    Excellent explanation!😂

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