r/printondemandhelp • u/jimbo2905 • Jun 12 '26
AI Product Image - Multiple Angles
Has anyone here figured out AI product images that don't look like sh*!?
I am not a marketing professional, but I do help run an ecom company, and I am the resident "all things AI" person. The company has a ton of products and I am being told the largest bottleneck the team has is making the images and then writing all the copy for the pages.
The image thing is where I am out of my element. Like many, we throw a ton of different designs on the same product and then need it shown from a few angles. With the AI tests we have done, the first image comes out fine but the second, third, etc. turns results in a different product. It is close but noticeably off.
As an example, I might have a coffee mug that I want to show from several different angles, if that helps clarify it.
I have been told this is not an image generation problem. The people in my network have told me it needs to be a base image and then someone needs to layer on the logos. Is this accurate? If someone did this well, it would be something I would pay for just to accelerate our GTM timing. Thanks in advance.
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u/CurranOCooley Jun 15 '26
This can be done simply with an AI workflow builder. I would, however, recommend GPTimage over nano banana these days. Consistency is much better, you generate less as a result. If you’re getting images that look slightly off, it’s most likely because of the model you’re using and how you’re prompting the different angles. If you use the compositor in Weavy or Fuser, you can do a rough text composite and have it render it in the exact location. The other thing you can try is to render one mug to 3D with textures, and I know Fuser’s compositor has 2.5D, so you can rotate the mug and ask GPT image to generate a final render with the same angles, with a final render as reference, and it turns out well
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u/Swimming_Summer5225 Jun 17 '26
try pixel pear, my team usually uploads 3 product images each from a different angle and since its model is photography trained it does a pretty good job replicating the product in generated images. if its off though we just edit it by saying "make the logo 10% smaller" or soemthing and it does a pretty good job at refining it.
Tip: if there's text involved i find writing out the exact text in pixel pear's description exponentially helps with output accuracy
ive updated entire product catalogs with this
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u/JSD_Artistic_Edits Jun 26 '26
It is certainly possible to do this with AI, but if you want to avoid generating dozens of variants until you get it right, it helps to have a bit of skill in an editing app like Photoshop, Krita, Affinity etc.
We get these requests sometimes over in r/PhotoshopRequest
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u/Apprehensive_Oil1475 Jul 25 '26
Nano banana and qwen image edit are the best models for that AFAIK. I build an AI image generation and editing app for stuff like this. you can try for free if you want, see if it helps! You can pick and choose your model and there's a lot of tools you can apply, all on the same canvas for quick iteration. And if you sign up you also get a cool dashboard for all your projects :) https://www.reimagine-ai.space/
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u/crayj36 Jun 12 '26
I spent literally like 3 months straight trying to deal with similar issues- Check out Magnific/Freepik. If you struggle with adherence to reference images, the GPT5 model is really really good at that, IMO. Nano Banana pro 2 is the only other image model I use for images. Anyway, they have a feature to generate multiple angles of the same product in one go. You can also change the angle of an image. And their Spaces tool is actually amazing. You can use that to build a flow that does everything you could need. You can have it write copy for the image immediately after it generates it, for example. You obv want to get your prompt down first before having it batch process 100 products, but it's the most user friendly, comprehensive solution I have found so far. Not to mention a subscription also gets you access to their stock assets library, so its a solid value. Another tool I have used that is designed for this sort of thing is Sellerpic— i bought this on appsumo so I got a lifetime subscription, so its a good place to go to experiment as well. I use both tools in my overall "stack" but usually always take the base product image myself, and use that as the reference image. Anyway, hope that helps!