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Using AWS to train and develop downloadable cascade file

aws

asked 2020-04-16 12:48:02 -0600

Is there a way to use AWS to train and develop the cascade file which I can download on my computer locally?

My goal is to be able to develop larger cascades more quickly while still being able to use my local computer to do the object detection. I am currently running opencv.traincascade.exe on my computer but it's taking days to compete because of the quantity and size of images being used. I'm looking into GPU and CODA to try and help speed up training but my head is spinning... I am self taught with minimal training in software development. I recently learnt python and how to run this so any help would be appreciated!

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answered 2020-04-18 09:26:16 -0600

berak
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Is there a way to use AWS to train and develop the cascade file

you'd have to build the apps and opencv libs locally first (c++ code, using cmake / gcc).

also please note, that the code to train cascades has been deprecated / removed from recent opencv

I'm looking into GPU and CUDA

that'll be of no use, the training code is not GPU optimized in any way

I recently learnt python

i guess, this is all way over the top for you now

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Thank you for your help pointing me in the right direct! Yes, more learning to to do :)

mlawton231 ( 2020-04-21 08:30:13 -0600 )edit

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Asked: 2020-04-16 12:48:02 -0600

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Last updated: Apr 16 '20

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