Readme
Lawn Enhancement AI brings a patchy, scorched or muddy lawn back to health without touching anything else in the photograph. You upload an exterior image, choose how far to take it, and the model fills in bare earth, dead patches and worn tracks with continuous healthy turf, corrects yellowed or drought-stressed grass to an even natural green, clears weeds, moss and leaf litter, tidies the lawn’s edges where it meets paths, beds, driveways and walls, and refreshes the existing shrubs and bed planting so they look maintained.
What it does not do is landscape. The lawn keeps its existing shape, no grass appears where there was none, paving and gravel and borders stay as they are, and no tree, shrub, flower, planter or piece of garden furniture is added, moved or removed. The house, the driveway, the fencing, the vehicles and the sky are left exactly as photographed. A garden photograph that comes back with a new flowerbed is not an enhanced photograph of that property any more.
PropLabs is a company by AxcelerateAI. This is our base lawn enhancement model — it works on front gardens, back gardens and grounds with no setup. For advanced and enterprise use cases we fine-tune these models on your own property data, which gives noticeably higher fidelity and results tailored to your inventory and house style. If that would be useful, get in touch at shehryar@axcelerate.ai.
Output is watermarked by default and free to try — you pay only Replicate for the generation, on your own API token. To receive images without the watermark, supply a token in the optional watermark_remove_token field. Tokens are sold as a 1000-image pack for USD 100; contact shehryar@axcelerate.ai to buy one.
🎨 Key Features
Treatment is confined to the grass and planting, and the boundary is enforced deliberately: asked to improve a garden, an image model will otherwise cheerfully repaint the house and resurface the drive. Bare patches are filled with turf that matches the surrounding grass rather than pasted in, and natural colour variation is retained so the lawn does not read as a flat green carpet. Lawn edges are tidied without being recut, so the shape of the lawn and the line where it meets everything else stay where they were. Existing shrubs and hedges are refreshed in condition only, keeping their shape, size and position. The scene’s light is unchanged — the same time of day, the same shadow direction and softness, the same weather — so grass in shadow stays in shadow and has its condition improved rather than its exposure.
🌱 Intensity
| Intensity | Result |
|---|---|
| Subtle | A modest, entirely believable improvement — the lawn looks as though it was watered and mown a few days ago. Natural variation and the odd imperfection are kept, so the result does not read as retouched |
| Standard (default) | A healthy, evenly green, well-maintained lawn of the kind expected in a good listing: freshly mown, evenly covered, free of weeds and bare patches, with natural variation still present |
| Lush | A dense, deep green, immaculately maintained lawn at its best, as though professionally cared for through a good season — rich and full, but still real grass with natural texture |
Subtle is the honest choice for a listing where the buyer will see the garden in person within days. Lush makes the stronger marketing image and suits a brochure cover or a hoarding.
⚡ Quality & Resolution
quality chooses between Standard, which is faster and cheaper and suits most photographs, and Pro, which produces higher fidelity and finer detail but takes noticeably longer and costs more on your Replicate account. resolution applies to Pro only and accepts 1K, 2K or 4K, with Auto using 2K; Standard always renders at the source image’s own scale.
🪄 Use Cases
Estate agents list a property photographed in high summer, mid-drought or deep winter without waiting for the grass to recover. Photographers shooting to a schedule deliver consistent exteriors across a portfolio. Developers show a newly turfed plot as it will look once established. Landscapers and garden designers present a maintenance proposal against the client’s own photograph, and holiday-let hosts make a garden read as somewhere worth sitting in.
⚙️ Example Workflow
Upload the exterior photograph, choose an intensity, and run. Running the same image at Subtle and at Lush side by side is the quickest way to judge how far you can push a particular garden before it stops looking like the property a buyer will actually visit.
📸 Output
The output is a photorealistic image at the same viewpoint, framing and aspect as the original, with the grass and planting restored to health and everything else identical. The house, hard landscaping, boundaries, vehicles, sky and lighting are unchanged, and the lawn occupies exactly the same footprint it did before.
Before:
After:
