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This video tutorial focuses on fine-tuning Euro version 5 using a custom dataset and testing its performance on images in the test set. Euro stands for You Only Look Once, with the latest version being Euro version 5. There is controversy around the naming of the project, but this tutorial will focus on the repo done by Ultra Lytx. Euro version 5 is written in Python and is well implemented.