Hello. I don&#39;t know anything about cosmetics, but I think I need to use generative AI somehow and am gradually making progress. For cosmetics using images, I believe you would normally try by overlaying layers on top of a standard image. However, this time I&#39;ve tried creating an image from scratch. By doing so, I can accommodate various scenes and create natural-looking images. This is an image created by a standard image-generating AI. The sampling values are kept modest. <img src="https://assets.blueqat.com/public/uploads/us-east-2:4805ff4b-c3cc-4344-b165-86544c34d0bf/2024/03/25/00009-1192711265.png"/> I will apply eyeliner and lipstick to this.<img src="https://assets.blueqat.com/public/uploads/us-east-2:4805ff4b-c3cc-4344-b165-86544c34d0bf/2024/03/25/00016-1621783070.png"/> I included specific makeup texts in the prompt. Fundamentally, generative AI creates images from scratch. If the original model&#39;s data does not contain anything similar to the person, it becomes challenging to produce a similar model even if one is chosen. - Outputting a portrait using a generative AI model- Applying makeup to that portrait using the same generative AI model In this case, since the image is generated from scratch every time, it works well. On the other hand, - Inputting one&#39;s own image- Applying makeup using a generative AI model In this scenario, there&#39;s a high chance of getting a model that doesn&#39;t resemble the input at all. Since the above image is also created from scratch, the clothing may end up being different. While it&#39;s possible to aim for consistency, such technology will depend on future development. To output one&#39;s image in high quality, it&#39;s necessary to advance learning in the model. This can be achieved through fine-tuning or additional learning methods called LoRA, and I hope to expand its use according to demand.

Makeup using generative AI

Yuichiro Minato