Describe the light physically
Specify where the light comes from and whether it is soft or hard. “Warm light from a large window on the left” gives a clearer target than “make it cinematic.” Keep the subject's material and shape stable unless changing them is the actual purpose of the edit.
For product work, relighting should not invent a glossy finish on a matte item. Compare highlights and texture with the source so the new atmosphere does not misrepresent the product.
Build the edit
- Upload a clear image with visible subject edges.
- Describe the replacement setting and one main light direction.
- Ask for consistent contact shadows and reflections.
- Review the subject, support surface and background as one composition.
Example prompt
Preserve the green backpack, its fabric texture, straps and shape. Place it on a simple dark studio table with soft warm light from the left and a subtle cool fill from the right. Keep a believable shadow beneath it. No new accessories or lettering.
Correct the mismatch
If the bag looks cut out, clarify the table contact and light direction. If highlights erase texture, ask for softer illumination rather than more dramatic contrast. Save the approved still and the original together. This workflow produces an edited image; any slideshow or comparison wipe used to present it is a separate editing step, not model-generated video motion.
REVIEWED JOLLYAI IMPLEMENTATION
The workflow behind the guide
Uploaded image + edit brief → configured Klein 9B editing graph → sampling → decoded edited still.
- Inputs, presets & access
- Image output. Confirm current input limits and allowances in the playground before assembling a batch.
- Implementation note
- JollyAI uses a configured FLUX.2 Klein 9B image-edit workflow. The output is a still image; video animation is a separate stage. Available allowances appear in the playground. Model licences vary: consult the upstream terms and service terms before assuming unrestricted commercial permissions.
Configuration reviewed September 20, 2026. Your current playground controls and plans page determine availability. Prompt recipes above are suggestions, not guarantees or claimed test results.
Open Image editing ↗Sources and useful next steps
The implementation notes describe JollyAI's reviewed local integration. Upstream capabilities and licences may differ from the settings available here.
- FLUX.2 Klein upstream project and model information ↗
- FLUX.2 Klein tool overview on JollyAI
- JollyAI content policy and service terms
Found an outdated setting or a reproducible problem? Contact JollyAI with the workflow and job reference. Keep account tokens and private input files out of public reports.