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TDA2EVM5777: Deep leraning network optimization on tda2x

user6188127
Prodigy 210 points

Part Number: TDA2EVM5777

Hi,

I am Reshma I doing project related to deep learning network optimization on tda2x

I installed processor vision SDK 3.4 and ccs 6.2 and they are many use cases is there in the vision SDKs and I do not recognize my problem statement can give me some guideline related this problem statement and what I have to do further 

  • 0
    TI__Mastermind 42515 points

    Hi Reshma,

    from your post it is not very clear what the problem is, can you give more details?

    For Deep Learning you can start with TIDL usecase, please refer PROCESSOR_SDK_VISION_03_04_00_00/vision_sdk/docs/FeatureSpecificUserGuides/VisionSDK_UserGuide_TI_DeepLearning.pdf for instructions. You can also have a look at TIDL library in PROCESSOR_SDK_VISION_03_04_00_00/ti_components/algorithms/REL.TIDL.01.01.01.00/ folder.

    Also note that VisionSDK 3.04 is quite old. Current version is 3.07:

    Regards,

    Yordan

  • 0 in reply to Yordan Kamenov
    TI__Mastermind 42515 points

    Hi Reshma,

    I haven't heard back from you, I'm assuming you were able to resolve your issue.
    If not, just post a reply below (or create a new thread if the thread has locked due to time-out).

    Regards,
    Yordan

  • 0 in reply to Yordan Kamenov
    Intellectual 600 points

    sir i am using convolution neural network for my project other than convolution neural network we can use for this and also what type of network is ported to the tidl like squeenet and mobile net and google net wee can use and i want import the preatined neural network for deep leraning on tda2x and on what processor we can the neurlal network on tda2x or other than please give some guideline

    suggest some papers related deep leraning journals and also its related to tda2x and convolution neural network like google net, squeezenet, mobile net

  • 0 in reply to user6187828
    TI__Mastermind 42515 points

    Hi @,

    TIDL can run on either DSP or EVE core of the TDA2x processors. Please check TIDL documentation in "PROCESSOR_SDK_VISION_03_07_00_00\ti_components\algorithms\REL.TIDL.01.01.03.00\modules\ti_dl\docs" for details.

    Also you can check those docs/trainings:

    Regards,

    Yordan

  • 0 in reply to user6187828
    Intellectual 600 points

    what is deep leraning network ? what type of network is used and where it si applicable and how to convert the normal network to tidl network

  • 0 in reply to user6187828
    TI__Genius 17580 points

    Hi,

    You can google it about deep learning networks where you will get lot of info.

    You can refer to below github link different models 

    https://github.com/onnx/models/tree/master/vision/classification

    You can refer to TIDL user guide section 3.6 on how to convert these models to use for tidl.

    We would suggest to go though the available docs in the TIDL release for more understanding.

    Thanks,

    Praveen