Incredible new generation filters use GAN technology to regenerate every pixel of your face
If you’ve recently been on TikTok, you may have faced a version of yourself that’s terrifyingly cheap. Bold Glamor TikTok Filteris currently used in 46.8 million videos. heavy contour makeup filter It changes depending on who is using it and it never goes wrong. This is just one example of a new generation of filters that use AI and machine learning to be eerily realistic and undetectable. In addition, teenage look filterAnti aging for users Light foundation filters to remove moles, moles and acne spots give people an amazing flawless look.
Unlike unconventional AR filters that layer uniform effects on faces, the technology thought to be used in these new filters, Generative Adversarial Networks (GANs), uses deep machine learning to regenerate everything. Technology. Face pixels based on the image dataset. (TikTok’s parent company, ByteDance, has not revealed the exact technology behind these new filters, but many filter creators, technologists, and users have speculated this.) Wear less makeup based on how you view your structure as masculine or feminine, or change it in real time based on whether you’re covering your brows.
“AR filters are like watching an old movie with outdated special effects. You know it’s not real.” Posted a TikTok I recently demonstrated how the Lite Foundation filter removes her mole pixel by pixel. “But just like how movies have improved their special effects, so have TikTok’s filters.” I’ve seen it evolve from the crown of the to the more insidious. Many perpetuated colorism and Eurocentric ideals, setting new unattainable standards of beauty. The result was an unprecedented surge in plastic surgery and cosmetic procedures, followed by a global mental health crisis. Experts warn that the down-to-earth nature of this new generation of filters poses other threats, only exacerbating current problems.
early education specialist Rory Gascoigne One person said so on the phone. new theory In neuroscience, known as predictive processing, our brains make sense of the world by making predictions about what we see and updating these predictions as circumstances change. Our brain builds predictive models for everything. For example, as a child, people build predictive models about the laws of physics by hitting a ball on the ground. This allows us to successfully interact with the world around us and predict future events from patterns.
“The brain’s main focus is to avoid prediction errors,” he explains. When prediction errors occur, we struggle to understand the difference between reality and our perception of reality. “This is very similar to how eating disorders manifest themselves. can obscure details your mind doesn’t want to see, so they look in the mirror and that’s what they see.
Similarly, if you spend enough time using a filter like Bold Glamor, your brain may start developing predictive models that tell you what you look like. When we see real faces in real life or in pictures, our brain experiences prediction errors. Not only is this viscerally uncomfortable, but it can also lead to mental health problems such as dysmorphia and depression.”Your brain builds a model of reality with the environment and feedback his loop.” I am always involved in the process of creating the ,” he explains. “So when you start having thoughts of yourself that shift your reality in one direction or another, you start acting in ways that call for validation of that reality.” It may just involve sharing photos or emulating a filtered self in real life.
Gascoigne cites the example of people taking pictures of celebrities to plastic surgery clinics before any filters were applied. Now they bring their own filtered images. “This happens because they are beginning to build internal models that state that this is the only valid way of looking at them. When they see themselves without filters, they are moving further and further from what matches their reality. “
I don’t know what the end result will be, but I do worry about the extent to which these filters are being used by young people at a time when they’re building their first models of self-identity. If you’re corrupted into what you think you should be, it’s going to be a difficult time in your life.” Between what you think you should be and what you really look like. This cognitive dissonance of “depression” causes people to fall into a loop of feelings of despair and failure.
TikTok Creator Laura Guillon I draw on my computer science, creative direction, and film backgrounds to create viral filters. She has created over 100 of her effects on her TikTok, earning her over 11.4 billion views worldwide. Guillon is excited about the technological advances we’re seeing and doesn’t believe the technology itself is necessarily dangerous. I think it’s about providing context for the existence of ,” she says.
But is a disclaimer about who is using the filter enough? France seems to hope so. Earlier this month, the country’s lower house of parliament passed a bill requiring influencers to label images if they use filters or Photoshop. He argued that transparency is not a net positive, pointing to studies that found Photoshop transparency to be ineffective for images in marketing and advertising.
At the end of March, AI leaders expressed serious concerns about the speed of AI development.and open letter More than 1,100 people, including Elon Musk, Apple co-founder Steve Wozniak, and Skype co-founder Jaan Tallinn, have signed up to call for a moratorium on cutting-edge AI development. They warned that “AI systems with intelligence that can compete with humans could pose serious risks to society and humanity.”
“I fear that such major advances in machine learning filters could lead to a proliferation of deepfakes that allow users to ‘wear’ another person’s digital face in surreal ways. It’s more difficult to fight catfish phishing and disinformation.” Maria Thuy Hien Thanhfilter creator, creative technologist, and activist.
But despite these concerns, Gascoigne assures us there is hope. “AI itself is neutral. How we use it as a social or cultural artifact raises questions.” We need to overcome patriarchal beliefs about who is beautiful and eradicate white supremacy carved into the use of technology.
The solution to combat this is easier than ridding the world of prejudice. It’s human creativity. “I want to see some crazy shit,” she tells me. I know there is, and I would love to see more of it.The more technology advances, the more we push the limits of technology and think visually outside the box. I am urging you to
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