Is it possible to automatically colorize photos according to the sample?

Question

Image processing

Hello!
I have a task: there are photos of goods in one color "gray-brown-crimson", and there are also samples of other colors, for example "azure".
Is there any way to colorize the original image using these swatches to get the product color "azure"?
Here is an example:

Are there any ready-made solutions or do I need to cut?
Do I need to go into machine learning or are such tasks easier to solve?
For example, there is such an ancient site already makeoveridea.com , there is a selection of hairstyles online. The color also changes automatically.

Answer 1

Let the customer not invent how to get himself more hemorrhoids for his hard-earned money, but hire a model, a photographer and they will take normal pictures of all the goods. In addition to the color itself, the fabric can also have a different texture and light reflection, and even hell knows what properties, and negative reviews that one thing is in the picture and another one was brought to the store will not help much.

Answer 2

Are there any ready-made solutions or do I need to cut?

photoshop master that makes the right number of copies of the original with different colors.
content master that fills in all the necessary variations of the product through the admin panel.
The old proven way.

Answer 3

Good day.
I came across this request from a client.
"machine learning" for this case is like a cannon on sparrows.
The simplest thing is to make a "mask" once (manually trace the object along the contour) and then apply the desired color with an overlap - everything can be done in JavaScript, I didn't look for a ready-made one, I did it myself. BUT the result is so-so, as for me.
Here's what I'm talking about:
Mask:
Color overlay (you can not only color, but also texture):

Answer 4

Try AI. Then you can sell this solution to other stores - save them a lot of money on content and photoshop Jedi.