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Then set the source properties of item 1 and item 2 using the toURL method of each of the Cloudinary 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So on the left we have our original image and on the right is our generative restored 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You can see that the right side is a lot sharper and the details are 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let's say you want to enlarge the image.","confidence":0.8668749999999998,"words":[{"word":"let's","start_time":130.551,"end_time":130.731},{"word":"say","start_time":130.751,"end_time":130.912},{"word":"you","start_time":130.932,"end_time":131.032},{"word":"want","start_time":131.072,"end_time":131.212},{"word":"to","start_time":131.253,"end_time":131.333},{"word":"enlarge","start_time":131.413,"end_time":131.794},{"word":"the","start_time":131.854,"end_time":131.934},{"word":"image.","start_time":131.995,"end_time":132.255}],"alternatives":[],"language":"en"},{"transcript":"Normal upscaling, just increasing the dimensions of an image, makes the quality even 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faces.","confidence":0.8376250000000001,"words":[{"word":"It","start_time":141.982,"end_time":142.043},{"word":"actually","start_time":142.103,"end_time":142.385},{"word":"improves","start_time":142.445,"end_time":142.808},{"word":"the","start_time":142.828,"end_time":142.909},{"word":"quality,","start_time":142.929,"end_time":143.332},{"word":"especially","start_time":143.714,"end_time":144.117},{"word":"for","start_time":144.158,"end_time":144.258},{"word":"faces.","start_time":144.299,"end_time":144.5}],"alternatives":[],"language":"en"},{"transcript":" Like the Generative Restore effect, it's using Generative AI to smooth out the artifacts.","confidence":0.8280714285714286,"words":[{"word":"Like","start_time":145.402,"end_time":145.583},{"word":"the","start_time":145.623,"end_time":145.724},{"word":"Generative","start_time":145.744,"end_time":146.226},{"word":"Restore","start_time":146.266,"end_time":146.647},{"word":"effect,","start_time":146.688,"end_time":147.029},{"word":"it's","start_time":147.21,"end_time":147.33},{"word":"using","start_time":147.431,"end_time":147.652},{"word":"Generative","start_time":147.692,"end_time":148.154},{"word":"AI","start_time":148.234,"end_time":148.556},{"word":"to","start_time":148.636,"end_time":148.736},{"word":"smooth","start_time":148.797,"end_time":149.078},{"word":"out","start_time":149.158,"end_time":149.279},{"word":"the","start_time":149.339,"end_time":149.399},{"word":"artifacts.","start_time":149.419,"end_time":149.6}],"alternatives":[],"language":"en"},{"transcript":" Import Upscale from Cloudinary URLGen Actions effect and apply it to the original 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Next, let's try the Enhance effect.","confidence":0.6875,"words":[{"word":"Next,","start_time":179.125,"end_time":179.387},{"word":"let's","start_time":179.448,"end_time":179.65},{"word":"try","start_time":179.691,"end_time":179.893},{"word":"the","start_time":179.953,"end_time":180.034},{"word":"Enhance","start_time":180.095,"end_time":180.439},{"word":"effect.","start_time":180.459,"end_time":180.58}],"alternatives":[],"language":"en"},{"transcript":" This effect uses an AI model to analyse the image and then applies various operators to enhance the 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It improves things like exposure, colour balance and white balance.","confidence":0.7582,"words":[{"word":"It","start_time":188.223,"end_time":188.303},{"word":"improves","start_time":188.364,"end_time":188.705},{"word":"things","start_time":188.746,"end_time":188.967},{"word":"like","start_time":189.007,"end_time":189.168},{"word":"exposure,","start_time":189.248,"end_time":189.891},{"word":"colour","start_time":190.313,"end_time":190.554},{"word":"balance","start_time":190.595,"end_time":190.956},{"word":"and","start_time":191.177,"end_time":191.278},{"word":"white","start_time":191.338,"end_time":191.539},{"word":"balance.","start_time":191.559,"end_time":191.7}],"alternatives":[],"language":"en"},{"transcript":" This time, import Enhance from Cloudinary URL Gen Actions effect and apply it to the original 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If we compare this result with the original image, we can see the improvement in color balance, giving a warmer 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We can also try the Improve effect, which applies an automatic enhancement filter to the image, adjusting the colors, contrast and 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The Improve effect is imported from Cloudinary URLGen Actions Adjust and applied to the original 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We can see that this effect has enhanced the vibrancy of the colors in the 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compression artifacts are still present with the enhance and improve effects, so let's try combining all of these effects 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We can simply chain them one after the other, with each effect being applied to the result of the 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Wow, just look at that improvement!","confidence":0.7738333333333333,"words":[{"word":"Wow,","start_time":240.365,"end_time":240.688},{"word":"just","start_time":240.911,"end_time":241.052},{"word":"look","start_time":241.093,"end_time":241.255},{"word":"at","start_time":241.275,"end_time":241.315},{"word":"that","start_time":241.356,"end_time":241.497},{"word":"improvement!","start_time":241.517,"end_time":241.76}],"alternatives":[],"language":"en"},{"transcript":" And you can apply the same transformation to hundreds of images on the 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Next up, let's learn how to use Cloudinary and AI to crop images automatically.","confidence":0.7668571428571428,"words":[{"word":"Next","start_time":251.861,"end_time":252.082},{"word":"up,","start_time":252.203,"end_time":252.303},{"word":"let's","start_time":252.605,"end_time":252.806},{"word":"learn","start_time":252.826,"end_time":253.027},{"word":"how","start_time":253.067,"end_time":253.187},{"word":"to","start_time":253.228,"end_time":253.308},{"word":"use","start_time":253.388,"end_time":253.489},{"word":"Cloudinary","start_time":253.529,"end_time":254.052},{"word":"and","start_time":254.172,"end_time":254.273},{"word":"AI","start_time":254.353,"end_time":254.675},{"word":"to","start_time":254.795,"end_time":254.896},{"word":"crop","start_time":254.956,"end_time":255.197},{"word":"images","start_time":255.258,"end_time":255.459},{"word":"automatically.","start_time":255.479,"end_time":255.74}],"alternatives":[],"language":"en"}]