Paired style transfer AND UNPAIeRED.pptx

gan

1. Paired style transfer Paired style transfer is a technique in computer vision that involves transferring the style of one image (the style image) onto another image (the content image) while preserving the content of the original image. This means that the resulting image will have the artistic style of the style image but will depict the same scene or subject matter as the content image. If you have a photo of a cat and a painting of a dog, paired style transfer could be used to create a new image that looks like the painting of a dog but depicts the specific cat from the photo.

2. Unpaired style transfer Unpaired style transfer is a technique in computer vision that involves transferring the style of one image (the style image) onto another image (the content image) without requiring corresponding pairs of content and style images. This means that the model can learn to transfer styles between images without needing to know which image is the style image and which is the content image. Example: If you have a collection of paintings and photos, unpaired style transfer could be used to transfer the style of one painting onto a photo, or vice versa, without needing to know which image is the original style image.