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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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The Fastest ISPs In the US

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PCMag recently put Internet browsing speeds to the test to see which ISP was the fastest. The results were based on a quarter million tests run between May 1, 2009, and April 30, 2010, by more than 6,000 users. The tests were carried out using SurfSpeed, which takes into account the complete, real-world download time of a web page to a browser. According to the results, Verizon's FiOS took the top spot as the nation's fastest ISP, with a SurfSpeed score of 1.23 Mbps. Interestingly though, of all the regions where Verizon's FiOS is available, its dominance is only seen in the northeast and the west, whereas cable service from Cox and Comcast won out in the southern region. Moreover, cable through Cox and Optimum Online beat AT&T's fiber optic service in the nationwide results, with SurfSpeeds of 1.14Mbps, 1.12Mbps, and 1.06Mbps respectively. The worst results mostly consisted of DSL providers, bottoming out at 544 Kbps from Frontier and going up to 882K...
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Barack Obama Security Coordinator Shows Interest In Zombie Quarantine Code

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Barack Obama's cyber-security coordinator has shown interest in an e-security code of practice developed in Australia that aims to quarantine Internet users infected by malware, also known as zombie computers . He reportedly said it would be a useful role model for the US to adopt. One suggestion within the code is to put infected users into a 'walled garden,' which limits Internet access to prevent further security problems until quarantined. Another is to throttle the speed of an infected users' Internet connection until their computer fixed. The code is also being considered by other Asia-Pacific countries, ZDNet reports. A zombie computer (often shortened as zombie ) is a computer connected to the Internet that has been compromised by a hacker , a computer virus , or a trojan horse . Generally, a compromised machine is only one of many in a botnet , and will be used to perform malicious tasks of one sort or another under remote direction. Most own...
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Visa Launches PayPal Alternative PayClick

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Visa Inc. has entered the micropayment processing space with payclick, a pre-paid hosted service that will compete with the likes of PayPal. Payclick is aimed at teenagers purchasing online content like music and games where the value of the transaction is likely to be less than $20. Like PayPal, payclick is an online money repository that people can pay into with a bank account or credit card (Visa or MasterCard) and then use the funds to purchase products online. The service was developed and launched in Australia with a view for global markets. PayPal integration is not there yet, but parents can monitor the amount of funds their under-18 children have to spend online. For e-commerce sites, an SDK is available for payclick integration.
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Nokia Trades new N-Series OS MeeGo

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Nokia announced that moving forward, MeeGo would be the default operating system in the N series of smartphones (original Reuters report). Symbian will still be used in low-end devices from Nokia, Samsung, and Sony Ericsson. The move to MeeGo is a demonstration of support for the open source mobile OS, but considering the handset user experience hasn't been rolled out and likely won't be rolled out in time for its vague June deadline outlined at MeeGo.com, could the decision be premature?
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1,400 Megapixel Pan-STARRS Telescope Comes Online

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Astronomers in Hawaii have announced they've successfully managed to boot up the Pan-STARRS (Panoramic Survey Telescope and Rapid Response System) telescope. Working from dusk to dawn every night, Pan-STARRS is able to map one-sixth of the sky each month, allowing astronomers to track all moving objects, calculate their orbits, and identify any potential threats to Earth. There are four Pan-STARRS cameras in total, each capable of capturing around 1.4 billion pixels over a sensor measuring 40 centimeters square. The focal plane of each camera contains an almost complete 64x64 array of CCD devices, each containing approximately 600x600 pixels, for a total resolution of 1.4 gigapixels.
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Astronomers Solve the Mystery of 'Hanny's Voorwerp'

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In 2007, a Dutch school teacher named Hanny van Arkel discovered a huge blob of green-glowing gas while combing though images to classify galaxies. Hanny's Voorwerp (meaning Hanny's object in Dutch) is astounding because astronomers have never seen anything like it. Although galactic in scale, it is clearly not a galaxy because it does not contain any stars. That raises an obvious question: what is causing the gas to glow? Now a new survey of the region of sky seems to have solved the problem.
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Google Voice Opens in US

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Google Voice is now open to anyone in the US, removing the need to search for an invite. At the Google Voice site, anyone with a US IP address and a US phone number can sign up for an account. Non-US IPs are blocked, and non-US-based phone numbers are prevented from attaching to Google Voice (with the single odd exception of the 403 area code of southern Alberta)." Good timing on the part of Frontier Communications Corp., which just filed a lawsuit claiming that the Google Voice feature connecting a user's home, work, and cell phone numbers to another number infringes one of their patents.
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