![]() That is why in this article I suggest using pytube3, which is a fork of the original pytube library and has the error fixed (it only works with Python 3). Also, the library is not actively maintained anymore. ![]() ![]() However, after some changes introduced by YouTube, it is not really usable anymore - any attempt to download videos results in KeyError: ‘url_encoded_fmt_stream_map’. In my previous article, I used a library called pytube to download the videos. We can use such images for various machine learning projects. After over a year, I wanted to revisit one aspect of the process - downloading videos (and potentially audio) from YouTube videos and extracting frames as images. In one of my first articles on Medium, I showed how to train a Convolutional Neural Network to classify images coming from old GameBoy games - Mario and Wario. And how to use a custom class to extract frames as images
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