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The tutorial introduces kegel.com's ocular disease recognition link, which provides around 6,000 to 7,000 images of different eye conditions such as diabetes, glaucoma, cataracts, and more. Users can download this training data from the website. After downloading and extracting the files, the user will find a csv file, a 5k file, and a folder containing processed images.