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Efficient Duplicate Image Removal: Using ImageDeDup Python

Efficient Duplicate Image Removal: A Python Guide In this blog post, we will walk you through the process of identifying and removing duplicate images from your directories using Python. We will leverage perceptual hashing to find similar images and delete duplicates while keeping the largest file in the group. This solution is perfect for users who want to save disk space and keep their image collections organized. Why You Should Use This Code Over time, especially when dealing with large collections of images, duplicate files can accumulate. These duplicates take up unnecessary space on your system. Manually sifting through these images can be tedious, but with the help of Python, perceptual hashing, and concurrent processing, this task becomes much easier. Benefits: Efficient Duplicate Detection : By using perceptual hashing (PHash), the code compares images based on their v...

Twitter Grows Up, Adds "Promoted Tweets"

Twitter is finally taking off the training wheels and moving into the world where real businesses tread with the launch on Tuesday of its first advertising model, dubbed 'Promoted Tweets.' The microblogging phenom has long avoided coming up with a business plan or even talking about one. But the time has come for Twitter to figure out how to make money over the long haul. Analyst Dan Old isn't so sure that Twitter users will welcome the change. 'There will be a vocal minority of users who will hate any advertising at all,' Olds said. '[Many] users understand that it's necessary and will accept it as long as it doesn't interfere with their usage. But if the ads look like regular tweets, that could cause some serious outrage from users who feel that Twitter is attempting to deceive them

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