Riverflow 2.0 Refsr takes one product image and up to four reference photos to generate a high-accuracy result that matches the product's real look and blends convincingly into its setting. This solves a recurring problem for e-commerce sellers and product photographers who need catalog-quality images without studio costs or long post-production cycles. The model uses reference images to inform how textures, colors, and fine details are reconstructed, so the output stays true to the actual product rather than producing a generic approximation. It also handles environmental blending, which means the product sits inside its background without visible compositing artifacts. You can supply one reference or stack up to four to give the model more material to work with. For product teams running regular catalog shoots, this fits naturally into a post-production step right after the initial shoot: feed in the raw product photo, add your reference images, and get an output ready for the listing without extra rounds of editing. Run it on a current product and see the difference in detail accuracy from the very first result.
Riverflow 2.0 Refsr renders product images with precise detail and natural environmental blending by matching your base image against a set of reference photos. If you sell physical products online and struggle to get consistent, polished shots across every listing, this model closes that gap without a photo studio or expensive retouching work. You upload the product photo you have, add reference images that show the visual context you want, and the model outputs a result where the product sits naturally in its surroundings. On Picasso IA, you can run it directly in your browser with no configuration required.
Do I need programming skills or technical knowledge to use this? No, just open Riverflow 2.0 Refsr on Picasso IA, adjust the settings you want, and hit generate.
How many reference images do I need to provide? You need at least one reference image and can supply up to four. More references give the model more visual context, which often produces a more consistent blend between the product and its surroundings.
What kinds of products work best with this model? The model handles most physical product categories well, including packaged goods, apparel, electronics, and home goods. Products with distinct textures or reflective surfaces tend to show the clearest improvement in the output.
Is it free to try? Yes, you can run Riverflow 2.0 Refsr without any upfront payment. Check the pricing panel on the model page for details on credits and usage limits.
How long does it take to get results? Most renders complete within a few seconds to under a minute, depending on image size and the number of references you provide. You can start a follow-up run while reviewing a previous result.
Can I use the output images commercially? The rendered images are yours to use. Check the usage terms listed on the Picasso IA model page before publishing to commercial channels, as rights may vary by plan.
What if the output does not match what I expected? Try swapping one or two of your reference images for alternatives that more closely match the lighting or background you want. Adjusting the visual consistency of your references is usually the fastest path to a better result.
Everything this model can do for you
Uses 1-4 reference images to direct texture, color, and fine-detail reconstruction.
Places the product inside its background naturally, avoiding visible compositing edges.
Reproduces the actual product appearance rather than a stylized or generalized approximation.
Accepts between one and four reference images so you control how much direction the model receives.
Delivers files ready for immediate use in listings, catalogs, or print without manual retouching.
Run the model directly in the browser with no plugins, installs, or technical setup required.
