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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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Assange Has Signed Book Deals Worth $1.5 Million+

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Julian Assange has signed a major book deal for his autobiography worth more than one million pounds (1.2 million euros, 1.5 million dollars). Assange told Britain's Sunday Times newspaper that the money would help him defend himself against allegations of sexual assault made by two women in Sweden. 'I don't want to write this book, but I have to,' he said. 'I have already spent 200,000 pounds for legal costs and I need to defend myself and to keep WikiLeaks afloat.' The Australian said he would receive 800,000 dollars (600,000 euros) from Alfred A. Knopf, his American publisher, and a British deal with Canongate is worth 325,000 pounds (380,000 euros, 500,000 dollars). Money from other markets and serialisation is expected to raise the total to 1.1 million pounds, he said. Assange is currently out on £240,000 bail under what his lawyer refers to as not so much 'house arrest' as 'manor arrest', fighting extradition to Sweden for questioning.

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Entity Attribute Value Model

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EAV (Entity-Attribute Value) Model It is a data model to describe entities where number of attributes for the entities could be very large in amount. EAV helps us to overcome the limitations of conventional database model. Ex: Organization ‘ABC’ defines the entity ‘Address’ as: Organization ‘ABC’: Address Line1 Line2 State Country Zip                    At the same time Organization ‘XYZ’ may define ‘Address’ as: Organization ‘XYZ’: Address Line1 Line2 Line3 City State Country Zip Phone A conventional database table design (one fact per column or set of facts per row) is unsuitable for such type of data, because of: ·         the need to continually add new tables or columns whenever new facts need incorporation · ...
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