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so I have thousands of images I need to organize file search by what is depicted on these pictures it was decided to add tags describing the contents of the picture to the metadata of each file this operation could of course be done manually but with a large number of photos it will take a lot of time for experiments I took only 16 files to avoid doing this operation manually we will use the exiftool program here is its website the link as usual will be under the video description here we find a link to the executable file for Windows if you have a different operating system then here you can find it for it we download the archive after the archive is downloaded we extract the file that is inside the archive to our working folder when extracting I change the name of the executable file to exiftool.exe that is I remove these brackets and everything inside them the contents of the images will be recognized using a neural network since it is most convenient to work with neural networks fr