How does Let’s Enhance increases image resolution?
Let’s Enhance uses cutting-edge Image Super Resolution technology. It is based on Deep Convolutional Neural Networks. Before appearance of this technology it was impossible to dramatically increase photo or image size without losing quality. Your best option in Photoshop, called Bicubic Interpolation - made your image unsharp and blurry.
Those of you on the math side of the things could argue – however you increase image resolution – there is no new information about the image - you just can’t add extra quality! This is not true in a case when Neural Network and AI is used.
Our neural network is trained on a huge dataset of images - thus learning the common characteristics of physical objects – bricks of walls, hair and skin. After the network recognises those features on the images uploaded, it adds extra details, based on its general knowledge of the world.
Those of you on the math side of the things could argue – however you increase image resolution – there is no new information about the image - you just can’t add extra quality! This is not true in a case when Neural Network and AI is used.
Our neural network is trained on a huge dataset of images - thus learning the common characteristics of physical objects – bricks of walls, hair and skin. After the network recognises those features on the images uploaded, it adds extra details, based on its general knowledge of the world.
Updated on: 17/07/2024
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