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Caffe Jacinto for Windows

Chandrashekhar Kodaganur
Prodigy 10 points


Hello Team,

We are planning to work on object detection task on Jacinto 7 series.

Could you please suggest which training repo/framework should we need to use on windows 10?

Could you please also share the necessary links to setup for the same.

Thanks & Regards,

Chandrashekhar 

  • 0
    TI__Genius 11506 points

    Hi Chandrashekhar,


    We are happy to provide the necessary information and get you started.

    I have to admit that I don't have much expertise with Deep Learning on Windows. These days most of the Deep Learning training activities are done using Linux machines - so it is best that we use a Linux machine (Ubuntu OS if possible) with GPUs. 

    Another option is to use a cloud service such as AWS or Google Cloud - they have Ubuntu machines with GPUs. 

    Coming to actual training framework, both PyTorch and Tensorflow/Keras are popular these days for Deep Learning training and Jacinto7 SDK supports both of these. Do you have any prior experience in these  - what does your team predominantly use?

    This is our landing page related to Deep Learning Training:

    https://github.com/TexasInstruments/jacinto-ai-devkit

    And this is a ModelZoo with example models for Jacinto 7:

    https://git.ti.com/cgit/jacinto-ai/jacinto-ai-modelzoo/about/

    One you get familiarized with the information in the above pages, we can discuss more specific details.

    Best regards, Manu

  • 0 in reply to Manu Mathew
    TI__Genius 11506 points

    To be specific, we have used Ubuntu 18.04 OS with Nvidia GPUs. Any of the recent Nvidia GPUs will be fine.

    Do you have any further questions?