Deep learningimage processingmedical imagingartificial intelligenceWith the increasing use of deep learning technology,there is a growing concern over creating deep fake images and videos that can potentially be used for fraud.In healthcare,manipulating medical images could lead to misdiagnosis and ...
Why do people create fake images? Motivations for making fake photos cover a wide range of possibilities: To appear to have a different identity; This is common in catfishing and other romance scams. (We have previously done a deep dive into these two topics. If you’re curious, feel fr...
Deepfake technology is specifically the use of computer machine learning techniques to create visual and audio content with the intention to deceive the audience. The process uses deep learning, a machine learning technique that uses an artificial neural network that learns how to create movements and...
Today, we will be learning how to make fake ghost photos in Photoshop! We'll be combining a handful of layer modes to create a creepy see-through ghost Photoshop effect, and then finishing off the whole image with a gritty haunted house Photoshop color grade. Looking...
Artificial intelligences are able to create images that humans cannot distinguish from photographs. Credit: Michael Schwettmann All it takes is a simple text command: in no time at all, artificial intelligence can generate an image that looks like a real photo and is indistinguishable from it to...
Recently, Reddit has been making news again with a subreddit in w hich people use a machine learning tool called “Deep Fake” to automatically replace one person’s face with another in a video.
The "deep" in deepfake comes fromdeep learning, the kind of AI used to create them. Deep learning teaches computers to process data and make predictions in a way that is inspired by the human brain. Until recently, many deepfakes were created using a type of model called a Generative Adve...
That data can then be processed in order to create a Deepfake video through a GAN (Generative Adversarial Network). This is another kind of specialized machine learning system. Two neural networks are used to compete with each other in learning the characteristics of a training set (for instance...
The abovementioned deepfake Zoom calls are adding to the complexity of the process. Here the bad guys need not only to make a deep fake, but to create it “online”, while maintaining high image quality without noticeable artifacts. Indeed, there are certain applications available that allow yo...
A deep fake is the act of maliciously replacing real images and videos with fabricated ones to perform information manipulation. To create images, video and audio that are high quality enough to be used in deep fakes, AI and ML are required. Such use of AI, ML and image replacement are...