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What Was Twitter Crop Algorithm? How to Avoid Being Automatically Cropped on Twitter
What was Twitter‘s cropping algorithm? Why did it change and how can you circumvent it? This article will look at the Auto-cropping algorithm and the bias behind it. Also, it will explain how to get around Twitter’s cropping algorithm to crop your pictures the way you want them to look. If you’re not a fan of changing your photos, read on to learn how to avoid being automatically cropped on Twitter.
Auto-cropping feature
The Twitter cropping feature has come under fire in recent months. Users have complained that the cropping algorithm disproportionately favors white faces over black ones. The site has apologized for the issue and has since started an undo bug bounty program to fix the problem. On the same subject : Is 500 Followers on Twitter Good?. But the feature is still far from perfect. Below is a guide to cropping images correctly on Twitter. Let’s take a look. Let’s start with the basic principle: if the image has a white face in it, the cropping algorithm will treat it as such.
A study last year found that Twitter’s image cropping algorithm discriminates based on gender and race. Researchers found an 8 per cent difference in favor of women and a 4% bias toward white people. While Twitter did not say why the algorithm discriminates, they do acknowledge that there is an issue. And in the end, it’s up to the users to correct the algorithm and ensure that it doesn’t hurt users. It’s not fair to use a system that makes people look bad, and they deserve more respect.
Bias in algorithm
The bias in Twitter’s image cropping algorithm is something that’s been under the spotlight recently, with users claiming that the service is racial and gender biased. They claim that their images are cropped with a bias towards people of white skin, despite Twitter’s admonishments to change the way it processes images. Read also : How to Create a Business Twitter Account. However, Twitter says it has tested its cropping algorithm before rolling it out to all users.
In an attempt to address the problem, the company has announced a bounty program to reward researchers who find the bias in its algorithm. The contest was held during the hacker conference DEF CON, and anyone was invited to submit a photo with a bias assessment. Winners will receive a cash prize of up to $3,500. However, Twitter also has no immediate plans to expand the bounty program. The company hasn’t said whether it will launch more algorithmic bias bounty challenges in the future.
Impact on user choice
The new Twitter algorithm has made cropping images less arbitrary. It’s designed to ensure consistency in timeline photos by adjusting the crop according to human eye perception. This may interest you : How Can I Download Twitter Videos to My iPhone 2022?. However, this new feature has also been criticised for its tendency to focus on white men and women, perpetuating demographic biases and a “male gaze” on women. Twitter has apologized for the problems it created, and has committed to further assessing the algorithm.
In response to the controversy, Twitter’s Machine Learning, Ethics and Algorithmic Transparency team conducted a study to determine if its image cropping algorithm is biased. It found racial and gender biases in the algorithm, as well as a number of other issues. The researchers found that cropping algorithms were likely to crop out women with white hair or gray hair. They also found that users with gray or white hair had a lower chance of being chosen by Twitter. Twitter’s algorithm also tended to ignore people with head coverings.
Ways to circumvent it
Twitter’s auto-cropping feature has long been an annoyance, but the developers have finally removed it. Users are rejoicing. Despite the annoying feature, many people have found ways to manipulate its algorithm to make it appear as if they posted the full image. In fact, Twitter uses face detection to crop images, which means that people can’t use this feature to crop their photos without making the picture look unprofessional.
One way to avoid being subject to the cropping feature is to post an image of a different aspect ratio. Many third-party mobile apps don’t support aspect ratios other than square, so they force you to use their branded version. However, if you’re a visual artist, using an image that’s not in the standard aspect ratio is still a viable option. The aspect ratio of the image you post is crucial for the size of your tweet, so make sure you choose one that’s wide enough to make it fit in with the Twitter system.
