IMG2IMG
IMG2IMG
Img2img — image-to-image generation — is the workflow of feeding a source image into a model alongside a prompt, letting the picture steer composition while the words steer content. The IMG2IMG tag on Tensor.Art collects hundreds of posts built on it: photo restyling, sketch-to-finish pipelines, pose and composition transfers, and variations on an existing image. The control dial is denoise strength. Low values (0.2–0.4) keep the source almost intact and repaint style or detail; middle values rebalance picture and prompt; high values treat the source as a loose suggestion. Every major model family on the site supports the workflow — FLUX for realism, anime checkpoints for illustrated work — and the related tags read like a list of its favorite jobs: PORTRAIT and SCENERY for scene reworks, FOOD PHOTOGRAPHY for culinary restyles, PAINTING for photo-to-painting conversions. Tips from practice: write the prompt for what you want changed rather than describing the whole image, and chain passes at moderate denoise instead of one aggressive run. INPAINT covers masked local edits, and PHOTO EDIT the wider editing toolbox.
Example Prompts
- The girl in the hat is carved from ice
- exquisite details
- exquisite facial features
- delicate skin texture
- and an icy environment.
- Sparkle Glowing
- sailing off the edge of the world
- in the style of multi-layered color fields