Start from a real reference
Use the image as the source of truth for subject, layout, proportions, and visual identity instead of rewriting everything from memory.
Image to Image AI revise visuals with context
Start from a reference image, describe what to preserve and what to change, then open a review-ready image-to-image task that keeps the source, output, and team context together.
Reference image editswithout losing the ask
Turn a reference image into controlled edits and variants while keeping the original visual, constraints, generated outputs, and team review in one place.
Separate changes from preservation
State what should change and what must stay intact, such as faces, product shape, brand color, label placement, or composition.
Keep variants reviewable
Save edited variants in the task workspace so teammates can compare versions, request refinements, download results, and reuse approved outputs.
From image to imagein a prepared task
Kollab turns the reference image, preservation rules, edit direction, and review needs into one prepared image-to-image task.
01
Provide the image
Paste an image URL or upload the private reference inside Kollab.
02
Describe the edit
Define the change, preservation rules, style, format, and quality target.
03
Open Kollab
Kollab opens with a prepared image editing instruction.
04
Review variants
Compare generated versions and keep refining from the same context.
Use image-to-image forcreative revisions
Use image-to-image AI for product refreshes, background swaps, visual variants, and reference-based revisions without losing the original image.
Product refresh
Improve a product photo while preserving shape, label placement, material details, and brand color.
Background and style changes
Replace the setting, lighting, or visual style without losing the subject or key composition.
Campaign variants
Create alternate visual directions from the same approved reference so review stays focused.
Frequently asked questions
What is this tool?+
It turns a reference image into a prepared image-to-image task in Kollab, with source context, edit requirements, generated outputs, and review in one workspace.
Can I start for free?+
You can start from this page and open a prepared Kollab task for free. Generation limits, model usage, and paid features depend on the active plan and provider settings.
What images work best?+
Clear product photos, portraits, interface captures, campaign visuals, and concept art work best. Add preservation rules when faces, logos, product shape, or brand colors must stay stable.
What output do I get?+
The task produces edited image variants or structured edit instructions saved in Kollab. Results stay connected to the original reference for download and iteration.
How is this different from text to image?+
Text to image starts from words. Image to image starts from a real reference, so it is better when the subject, layout, character, product, or visual identity already exists.
Can teams review results?+
Yes. The thread keeps the reference, requirements, generated artifacts, and follow-up instructions together so teammates can review versions without losing context.
How do I improve quality?+
Be specific about what must change, what must not change, the target format, style, and quality bar. Clear preservation rules usually improve edited results.
Can I use it for commercial work?+
Yes, teams can use it for campaign and product work, but should review rights, brand standards, generated details, and compliance needs before publishing.
Bring a reference.Create the revision.
Turn a reference image into a controlled, review-ready image-to-image task in Kollab.