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hi this is Jeff inna in this video Im going to show you how to generate images with Python now what I use this for was generating a whole bunch of JPEGs for an assignment for my students for classification Im going to show you how you can generate these and an automated way because sometimes you didnt need to do this for various bits of machine learning also for just generating images that may eventually go together for a video like some of the other techniques that Im going to show you can be used for to see all my videos about kaggle neural networks and other AI topics click the subscribe button and the bell next to it and select all to be notified of every new video I created a dataset for my students that was made out of images so I needed 25,000 images and I use the Python pill library to create those the data set you can see it here its on the catechol datasets and youre free to use this data set if you would like its called count the paper clips and if we go into this da