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Efficient Duplicate Image Removal: Using ImageDeDup Python

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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...
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Google Says Spam Volumes On the Rise

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Despite security researchers' efforts to cut spam down to size, it just keeps growing back. The volume of unsolicited email in the first quarter was around 6 percent higher than a year earlier, according to Google's e-mail filtering division Postini. Security researchers have won a few significant battles against the spammers in the last year, first against those hosting the spammers' control systems, and later against the control systems themselves, but they will have to change tactics again if they want to win the war. In the first half of last year, security researchers concentrated their efforts on identifying the ISPs or hosting companies that allowed command-and-control servers to operate, and shutting these botnet purveyors down. The success of that tactic was short-lived, however.

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