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Скачать с ютуб PyTorch Beginner Tutorial - Training an Image Classification Model and putting it online! в хорошем качестве

PyTorch Beginner Tutorial - Training an Image Classification Model and putting it online! 3 года назад


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PyTorch Beginner Tutorial - Training an Image Classification Model and putting it online!

In this tutorial we'll be training a Deep Learning Model with PyTorch 1.7 and FastAI in a beginner-friendly way. I will explain how to use Machine Learning and the basics about how it works. At the end you will have a public website up and running where your Model is deployed using Flask, Python and Docker. Sorry for some of the audio issues! *Links related to Tutorial*: Github Link: https://github.com/Sebastian-Schuchma... My example site: https://churros-or-samosa.site/ Distill Link (Visualizations): https://distill.pub/2017/feature-visu... Docker Link: https://www.docker.com/products/docke... Render Link: https://render.com How to Git: https://support.gitkraken.com/start-h... Book recommendation: https://www.oreilly.com/library/view/... *Other Links*: Support me on Patreon: https://www.patreon.com/user?u=25285137 ML-Agents Discord Channel:   / discord   Keep in touch:   / sebastianschuc7   *Timestamps*: 00:00: Intro 00:30: Downloading Dataset 02:44: How Neural Networks work 05:57: Training the Model 11:17: Inside a Neural Network 13:41: Exporting the Model 15:50: Building the Website 18:04 Deploying the Website

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