What is LapStyle?
LapStyle, also known as Laplacian Pyramid Network, is a method for transferring styles from one image to another.
How does LapStyle work?
LapStyle uses a Drafting Network to transfer global style patterns in low-resolution, and adopts higher resolution Revision Networks to revise local styles in a pyramid manner. The content image is filtered using a Laplacian filter to generate an image pyramid. This pyramid is then used to generate a rough low-resolution stylized image using the Drafting Network. The Revision Network generates stylized detail image in high resolution. Finally, the outputs of all pyramid levels are aggregated to generate the final stylized image.
What are the benefits of using LapStyle?
LapStyle allows for the transfer of complex styles from one image to another. It also allows for the generation of high resolution stylized images with multiple levels of detail. This makes it a powerful tool for applications such as image editing and artistic stylization.
How do you use LapStyle?
To use LapStyle, you will need to provide a content image and a style image. The content image is the image that you want to apply the style to, while the style image is the image that you want to transfer the style from.
Once you have your images, you can use LapStyle in a variety of ways. Some popular applications of LapStyle include:
- Image editing
- Artistic stylization
- Video editing
- Blog post images
Regardless of how you use LapStyle, the results are always impressive.
LapStyle is a powerful tool for transferring styles from one image to another. It uses a Drafting Network and Revision Networks to generate stylized images with multiple levels of detail. LapStyle is useful for a variety of applications, including image editing, artistic stylization, video editing, and blog post images. With LapStyle, you can easily transfer complex styles from one image to another and generate high-resolution stylized images that are sure to impress.
