Modular multi-purpose Stable Diffusion prompt

Job ID: 37815479

Budget: £20 – £250 GBP

I'd like expert help in scripting SD to transform hundreds of product images for me. I can handle all the back-end mysql/python to generate prompts with placeholders.

My task is to transform hundreds of existing product images (from a wide diversity of studio and location shoots) improving them and applying a consistently themed styling to each. It's important that the product image itself does not change in detail. The attached images show the general idea (done in 3 minutes using an online web front end). I'd like my finished images to be much better!

I *think* that to get this right the process needs to:

1. Identify the key product (Product name provided to script from DB)
2. Isolate it from any background
3. Upscale & improve quality if necessary
4. Create product-appropriate background/setting (description provided)
5. Apply consistent theming/lighting style

I could do this myself. But I'd like to save myself time with help from someone who knows their way around Stable Diffusion to create a model prompt using placeholders.

If you can do this, please use the word "Scottish" in your message title so I know you've actually read this far. Thanks.
Related categories: Software Architecture Stable Diffusion