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Twitter image cropping bias

After accusations, Twitter will pay hackers to find biases

Twitter is holding a competition in hopes that hackers and researchers will be able to identify biases in its image cropping algorithm — and it's going to be handing out cash prizes to winning. Twitter finds racial bias in image-cropping AI. Twitter's automatic cropping of images had underlying issues that favoured white individuals over black people, and women over men, the company said. Twitter's auto image cropping had a bias toward white people and women. It didn't show signs of the male gaze, however. Last October, Twitter promised to re-evaluate its image cropping algorithm. Members of the Twitter Machine Learning, Ethics and Algorithmic Transparency team conducted a research experiment to review how the image-cropping algorithm chose points of focus in pictures (called saliency) and found occasional instances of bias in cropping based on the gender and skin color of people in photos

Twitter also tested for gender bias, trying to see if the algorithm chose to crop around men more than women, and if it cropped pictures of women inappropriately (read: cropping around a woman's. Twitter announced a new competition for computer researchers and hackers. The competition tasks entrants with helping to solve apparent bias in its image-cropping algorithm. Winners of the. NurPhoto via Getty Images. After social media exploded with allegations that Twitter 's image-cropping algorithm had a racial bias, the company said it investigated and ultimately decided to drop.

Twitter Crop Image Algorithm: Are Changes Coming Our Way?

Twitter drops automated image-cropping tool after determining it was biased The social networking company says 'how to crop an image is a decision best made by people' Loading.. Twitter's algorithm for automatically cropping images attached to tweets often doesn't focus on the important content in them. A bother, for sure, but it seems like a minor one on the surface Twitter admitted in May the saliency algorithm displayed racial and gender bias, and ditched it stating cropping an image is a decision best made by people. Twitter Inc has rolled out a bounty. Twitter launches bug bounty contest to detect algorithmic bias. It will pay up to $3,500 to those who uncover issues with the image-cropping algorithm. Twitter has laid out plans for a bug bounty. Twitter said Wednesday it was scrapping an automated image-cropping system after its review found bias in the algorithm controlling the function. The messaging platform said it found the algorithm delivered unequal treatment based on demographic differences with whites and males favored over Blacks and females, and objectification bias that.

Twitter Announces Changes To Image Cropping Amid Bias Concern : Updates: The Fight Against Racial Injustice In a blog post, the social media giant said it would review how preview images are. Alex Hern. Twitter has apologised for a racist image cropping algorithm, after users discovered the feature was automatically focusing on white faces over black ones. The company says it had. Twitter's saliency algorithm - otherwise known as its automated image cropping tool - has a problem with gender and race bias. The micro-blogging service is hoping to fix it by offering what it reckons is the industry's first algorithmic bias bounty competition

Twitter is launching a bounty program that aims to find AI bias and help fix its algorithms, touting it to be the first bug bounty program of its kind in the industry. Twitter and other social media platforms are no stranger to the AI bias problem. Earlier this year, Twitter dropped its image cropping algorithm after it was discovered that the AI behind it exhibited unequal treatment based. Now, more Twitter users have posted a bevy of examples of potential bias in the app's image-cropping algorithm, which automatically detects faces. And several employees from the social media. Twitter Offers Cash Prizes to Tackle Bias in Image-Cropping. Michael Behr. 02 August 2021 , 11.56am. The new challenge is the first in a previously announced plan to tackle harmful side effects in the company's AI algorithms. Twitter has called for computer experts and hackers to help it tackle bias in its image-cropping algorithm

Twitter finds racial bias in image-cropping AI - BBC New

  1. Transparency around image cropping and changes to come. We're always striving to work in a way that's transparent and easy to understand, but we don't always get this right. Recent conversation around our photo cropping methods brought this to the forefront, and over the past week, we've been reviewing the way we test for bias in our.
  2. g to promote machine learning ethics, the contest will seek to identify and address issues in the platform's image cropping algorithm. Winners will be awarded up to US$3,500 in cash prizes
  3. The latest tweets from @cropping_bias
  4. In October 2020, we heard feedback from people on Twitter that our image cropping algorithm didn't serve all people equitably. As part of our commitment to address this issue, we also shared that we'd analyze our model again for bias. Over the last several months, our teams have accelerated improvements for how we assess algorithms for potential bias and improve our understanding of whether.

Twitter's auto image cropping had a bias toward white

Twitter's image crop algorithm was biased after all

Twitter kills automatic photo-cropping feature after complaints of racial bias. Twitter has deactivated the automatic image-cropping function on its platform, nine months after the social media. Twitter Inc. today revealed the results of an internal investigation into its image cropping algorithm, following accusations that it's biased.In April this year, the company announced that it wo

Twitter is no longer cropping images with standard aspect ratios, after the company's auto-cropping algorithms were criticized for displaying racial bias.. After launching a beta test of the. Twitter confirms that it has deserted a picture cropping algorithm after in-depth investigation confirmed racial and gender bias. Twitter launched a picture cropping device after it started an investigation final 12 months when an experiment confirmed that the algorithm typically most popular white faces to black ones Twitter said Wednesday it was scrapping an automated image-cropping system after its review found bias in the algorithm controlling the function. The messaging platform said it found the algorithm. We would like to show you a description here but the site won't allow us

Is Twitter's image-cropping algorithm racially biased? Twitter is notoriously bad at cropping images. The platform's in-stream images are cropped wide using complex algorithms, leading to some unfortunate situations where the subject of an image is left unseen. Perhaps the most egregious cropping mistakes center on how Twitter's. Twitter may let users choose how to crop image previews after bias scrutiny. In an interesting development in the wake of a bias controversy over its cropping algorithm, Twitter has said it's. Twitter admitted in May the saliency algorithm displayed racial and gender bias, and ditched it stating cropping an image is a decision best made by people. Twitter Inc has rolled out a bounty programme to reward users who identify bias in the platform's image-cropping algorithm

Twitter says its image crops weren't very biased, but is

  1. (R) - Twitter Inc said on Friday it will launch a competition for computer researchers and hackers to identify biases in its image-cropping algorithm, after a group of researchers previously.
  2. Twitter is investigating racial bias in its image cropping algorithm, after users discovered it prioritises white people's faces over black people's faces
  3. Twitter Inc (TWTR.N) said on Friday it will launch a competition for computer researchers and hackers to identify biases in its image-cropping algorithm, after a group of researchers previously.
  4. Twitter said Wednesday it was scrapping an automated image-cropping system after its review found bias in the algorithm controlling the function. The messaging platform said it found the algorithm delivered unequal treatment based on demographic differences with whites and males favored over Blacks and females, and objectification bias that focused on a woman's chest or legs, described as.
  5. Twitter reported it didn't find any evidence of racial and gender bias when it tested its algorithm, yet it also realizes there is more testing to do. The social network's technology officer, Parag Agrawal, said the picture-cropping model was analyzed when it shipped but appreciates that the public is helping test it live
  6. Twitter has announced a competition to have researchers find harmful bias in its image cropping algorithm. As part of this year's DEF CON AI Village, Twitter is introducing the industry's first algorithmic bias bounty competition, inviting hackers and researchers to identify biases in its image cropping algorithm.. Related | Twitter Expands On Spaces Making Discovery And Sharing Easie

Twitter vows to fix bias image cropping issue. By testing its machine learning algorithms and being transparent. Twitter has pledged that it will continually test its algorithms for bias and give. Well, Twitter's auto image cropping feature turns out to reflect a bias towards women and white people, the case was reported back in October 2020 and the social networking platform promised to run some tests and look into the matter, and it recently did. On Wednesday, the company re-evaluated the auto-image cropping algorithm and released. IMAGE: UNSPLASH. On Friday, July 30, 2021, Twitter announced a competition for hackers and computer researchers to detect and identify biases in the platform's image-cropping algorithm. The winners of the competition will receive cash prizes from $500 to $3,500 and will get a chance to present their work at a workshop at DEF CON in August

Twitter Offers up to $3,500 to Users Who Can Fix

Twitter scraps image-cropping algorithm after allegations of racial bias ABC News. May 20, 2021 @ 11:54am . DKart/iStock (NEW YORK) — After social media exploded with allegations that Twitter's image-cropping algorithm had a racial bias, the company said it investigated and ultimately decided to drop automated cropping Twitter wants bounty hunters to help fix its image-cropping algorithm Rumman Chowdhury of Twitter explains the strategy behind fixing the tool that favored white faces over Black ones and men over.

Twitter is organize a contest in the hopes that hackers and researchers will be able to identify biases in its image-cropping algorithm - and that it will distribute cash prizes to winning teams (via Committed).Twitter is hoping that giving teams access to its code and image cropping template will allow them to find ways the algorithm could be harmful (such as cropping in a way that. In May, Twitter addressed months of feedback from users who said that the image cropping mechanism skewed towards favoring white people over Black people via a saliency algorithm, which. Twitter has previously been accused of having an image cropping algorithm with gender and racial bias. The social media platform even reported findings from their own study in May of this year.

Twitter scraps image-cropping algorithm after allegations

Twitter's saliency algorithm otherwise known as its automated image cropping tool has a problem with gender and race bias. The micro-blogging service is hoping to fix it by offering what it reckons is the industry's first algorithmic bias bounty competition. The saliency algorithm employed by Twitter uses machine learning to crop images around the first [ Twitter is organize a competition in the hopes that hackers and researchers will be able to identify biases in its image-cropping algorithm - and that it will distribute cash prizes to winning teams (via Committed).Twitter is hoping that giving teams access to its code and image cropping template will allow them to find ways the algorithm could be harmful (such as cropping in a way that. Twitter is organize a competition in the hopes that hackers and researchers will be able to identify biases in its image-cropping algorithm - and that it will distribute cash prizes to the winning teams (Going through Committed).Twitter is hoping that giving teams access to its code and image cropping template will allow them to find ways the algorithm can be harmful (such as cropping in a.

Twitter drops AI cropping tool after discovering bias

  1. After social media exploded with allegations that Twitter's image-cropping algorithm had a racial bias, the company said it investigated and ultimately decided to drop automated cropping. Late.
  2. Twitter's image-cropping algorithm used to be a mess when it first launched and later, there were complaints of racial bias. Back then, the company issues a statement saying that they will look into the matter and would study the potential unintentional harms created by the company's automated cropping algorithm, as noted by Engadget
  3. Back in January of 2018, Twitter introduced an auto-cropping AI that detects the most interesting part of your image and crops the 'preview' photo to match. This works with everything from.
  4. image copyrightGetty Imagesimage captionPreferences for white people over black people and women over men were found in testing Twitter's automatic cropping of images had underlying issues that favoured white individuals over black people, and women over men, the company said. It comes months after its users highlighted potential problems with the algorithm, which cropped large [

Why Twitter's image cropping algorithm appears to have

  1. g to improve consistency in the size of photos in one's timeline and to focus on their most.
  2. Twitter's auto image cropping had a bias toward white people and women https://t.co/zoOxreeae
  3. e bias within the platform's image-cropping algorithm
  4. For the challenge, Twitter said it is re-sharing its saliency model and the code used to generate a crop of an image given a predicted maximally salient point and asking participants to build.
  5. By Laurence McJannet May 24, 2021. Twitter ditches its 'intelligent' thumbnail algorithm after tests conclude it exhibits a racial bias. (Image credit: Tony Arcieri) Twitter is axing its AI-powered 'intelligent' cropping feature after substantiating claims made by users that the algorithm to decide which area to crop could exhibit a racial bias
  6. In early May, Twitter finally rolled out full-size image previews on its mobile timelines. A post on the Twitter Blog has revealed that the app axed its image cropping algorithm after an analysis showed it had race and gender-based biases. The platform started using a saliency algorithm in 2018 to crop its images
  7. Twitter faced criticism after users found that its auto-crop feature may have an inherent racial bias. The platform debuted its smart-cropping feature back in 2018. The tool uses saliency to crop images for previews, which means that it crops images based on the area people will most likely look first. Users have since discovered a flaw in.

The so-called saliency algorithm is still in use on Twitter.com as well as for cropping multi-image tweets and creating image thumbnails. A Twitter spokesperson says excessively tall or wide. Twitter drops image-cropping algorithm after finding bias Thursday, 20 May 2021 08:26 AM MYT Twitter in 2018 introduced a so-called saliency algorithm to crop images, aiming to improve consistency in the size of photos in one's timeline and to focus on their most important elements

Twitter to reward users spotting bias in its image

  1. Twitter faced some criticism last year after some users noticed that its image cropping algorithm appeared to show bias, with a preference of showing images of white people.. In a new post on.
  2. Twitter said Wednesday it was scrapping an automated image-cropping system after its review found bias in the algorithm controlling the function. The messaging platform said it found the algorithm delivered unequal treatment based on demographic differences with white people and males favoured over black people and females, and.
  3. Twitter Inc's image-cropping algorithm has a problematic bias toward excluding Black people and men, the company said in new research on Wednesday, adding that how to crop an image is a decision.
  4. Twitter Labels Its Own Image Cropping Algorithm as Racist. Twitter is set to largely abandon its image cropping algorithm after its own research found that the system is biased in favor of presenting white people over black people. The algorithm also demonstrated favor towards women over men. It has been a running joke on Twitter that the site.
  5. On Thursday, in a post titled, Transparency Around Image Cropping and Changes to Come, the company opened up on how it tested for bias in its photo cropping model. Moreover, Twitter said it would institute changes soon, which would include improved preview options and more user control on how photos were cropped

The cropping mechanism, which Twitter calls its saliency algorithm, is supposed to present the most important section of an image when you're scrolling through tweets. Cut through the chatte Internet sleuths question if Twitter's image cropping system shows racial bias. By Avi Asher-Schapiro. NEW YORK, Sept 21 ( Foundation) - Social media giant Twitter said on Monday.

Twitter has decided to abandon its image cropping software after it was found that the software contained some pretty significant bias. Users found that the software had a tendency to prefer. Twitter's image-cropping algorithm is biased against black people and men, according to new research released from the social media giant. An example of ' algorithmic bias ', the social. 77 thoughts on Community Testing Suggests Bias In Twitter's Cropping This article clearly discusses a bias in the image cropping algorithm — it is much more likely to have one type of. Twitter will pay up to 3 lakh to hackers who find bias in its image-cropping algorithm. Twitter has also announced cash prizes of $1,000 each for most innovative and most generalizable solutions. (Photo credit: R) Twitter has moved to introduce a radical change to its bug bounty programme by announcing the tech industry's first-ever.

Twitter launches bug bounty contest to detect algorithmic bia

New Delhi: Admitting that its image cropping algorithms may still not be mature enough to stop the bias, Twitter has vowed to give users more choices in how images appear on its platform. The micro-blogging platform tested the existing machine learning (ML) system that decides how to crop images before bringing it to its platform Twitter has launched a bug bounty programme to fish out algorithmic bias in its artificial intelligence (AI) algorithms. The microblogging platform will reward those who find as-yet undiscovered examples of bias in its image cropping algorithm. In April, Twitter said it would study potential unintentional harms created by its algorithm in 2018 in an attempt [

Twitter to offer up to $3,500 bounty to spot algorithmic biasSoftware Adoption Training: Combining Training With Technology

Twitter is running a competition in the hopes that hackers and researchers can identify biases in its image cropping algorithm, and will award cash prizes to the winning teams through Engadget Twitter scraps image-cropping algorithm after allegations of racial bias. (NEW YORK) — After social media exploded with allegations that Twitter's image-cropping algorithm had a racial bias, the company said it investigated and ultimately decided to drop automated cropping. Late last year, posts on Twitter that included large photos with a. Twitter offers $3,500 'bounty' to users who find algorithmic bias in its artificial intelligence image-cropping tool, like focusing on women's cleavage or cutting out black people Twitter is offering a cash reward to users who can help it weed out bias in its automated photo-cropping algorithm Home Tech Plus TECH NEWS Twitter vows to fix bias image cropping issue. TECH NEWS. In May, we our approach to identifying bias in our saliency algorithm (also known as our image cropping algorithm), and we made our code available for others to reproduce our work, Twitter. We want to take this work a step further by inviting and incentivizing the community to help identify potential harms of this algorithm beyond what we identified ourselves

Twitter drops image-cropping algorithm after finding bia

Twitter introduced a new bounty program that will reward DEF CON AI Village participants who discover and disclose signs of bias in the company's image cropping algorithm before August 6.. The. Twitter is offering a cash reward to users who can help address bias in its automated photo-cropping algorithms. The social-media platform announced a 'bounty' of up to $3,500 as part of this week's DEF CON hacker conference in Las Vegas Twitter launched its own investigation as a result of these example tweets, which then lead to a broader analysis of its visual algorithms, and their suitability for this task. And it did, indeed, find problems. Twitter says that its previous image cropping process utilized a 'saliency algorithm' to determine image cropping Twitter introduced a new bounty program that will reward DEF CON AI Village participants who discover and disclose signs of bias in the company's image cropping algorithm before August 6. The.

The so-called saliency algorithm works by estimating what a person might want to see first within a picture so that it can be cropped to an easily-viewable size, according to Twitter. The algorithm was trained on human eye-tracking data and scores all regions of an image and then chooses the point with the highest score as the center of the crop Twitter has laid out plans for a bug bounty competition with a difference. This time around, instead of paying researchers who uncover security issues, Twitter will reward those who find as-yet undiscovered examples of bias in its image-cropping algorithm.. Back in April, Twitter said it would study potential unintentional harms created by its algorithms, beginning with its image. (NEW YORK) — After social media exploded with allegations that Twitter's image-cropping algorithm had a racial bias, the company said it investigated and ultimately decided to drop automated cropping. Late last year, posts on Twitter that included large photos with a white and Black person went viral as users pointed out that the algorithm.

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Twitter Announces Changes To Image Cropping Amid Bias

Twitter is offering a cash reward to users who can help it weed out bias in its photo-cropping algorithm.. The social-media platform announced 'bounties' as high as $3,500 as part of this week's DEF CON hacker convention in Las Vegas. 'Finding bias in machine learning models is difficult, and sometimes, companies find out about unintended ethical harms once they've already reached.

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