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Automatically deploy a fully configured GPU instance on AWS incl. PyTorch 1.0 and fast.ai 1.0

Automatically deploy a fully configured GPU instance on AWS incl. PyTorch 1.0 and fast.ai 1.0

A common workflow for deep learning practitioners is to work locally on a project via JupyterLab (or Jupyter Notebook). Then to train the neural network a powerful GPU cloud instance is used and the local files are moved to that instance for the intensive computations. After the compute intensive part the cloud instance is shut down again, to save resources/reduce fees. The following TerraForm configuration will fully automate this process using AWS GPU compute instance. TerraForm is an open source…

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video cnn

video cnn

WORK IN PROGRESS … Setup Raspberry Pi with camera as client with camera … Install Python 3.7 Now setup an environment for Python 3.7 and activate it Install required packages, update pip and some install the libraries to work with and then on the Raspberry Pi start jupyter lab Copy and paste the Url that it spits out into your main computer’s browser (something like http://localhost:8888/?token=…) For more info on picamera check out https://picamera.readthedocs.io/en/release-1.13/recipes1.html For more info on sockets in…

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