Renovato/ ai
articleA-004 · tutorial
published2026 · 05 · 06
cluster · season

Change the season
in an architectural render.

AI season transformation is a class of generative image-to-image transformation that takes a summer architectural render and produces winter, autumn, or spring versions — snow on the parapet, amber foliage, blossoming trees — without re-rendering the 3D model or licensing seasonal stock. In Renovato this lives as the S.01-S.04 preset set, with each season exposing intensity and ground-coverage sliders.

Why seasonal variants matter

A residential brochure doesn't want the same hero view in just one season. A site presented in summer green needs to read just as confidently under winter snow. Competition boards almost always demand multiple conditions to demonstrate the design's robustness. Without AI, the shop produces one 3D model with seasonal texture variants — slow, tedious, and the foliage rarely looks right.

AI season transformation fixes the foliage problem at the same time as the seasonal one. The model knows what an oak tree looks like in mid-October because it's trained on thousands of October-foliage photographs. Producing the autumn variant becomes a 2-credit run, not a re-render plus a Photoshop foliage paint-over.

How to run a season preset

  1. Drop your finished summer render into the atlas as a source node.
  2. Drag S.02 Winter snow (or S.01 Spring, S.03 Autumn) onto the canvas and connect the source.
  3. In the inspector, dial intensity (light dusting → heavy snowfall), ground coverage (bare ground → fully covered), and for autumn foliage stage(early-turn amber → late-fall bare). Defaults read as "mid-season".
  4. Click Generate. Cost: 2 credits. Wall-clock: 8-14 seconds.

Each season output is a node in the atlas. Re-running with a different intensity creates a sibling node — keep both, compare side-by-side, pick the one that ships.

Season + relight chains

The strongest seasonal frames pair the season preset with a relight that matches:

  • S.02 Winter + L.01 Day → Dusk — early blue-hour winter, snow under deep blue sky, glowing interiors.
  • S.03 Autumn + L.02 Golden hour — warm low-angle sun against amber foliage. The signature October hero.
  • S.01 Spring + L.03 Overcast — diffuse light, cherry blossom, soft and quiet. Perfect for a cultural-building frame.

Run season first, relight second — the relight inherits the seasonal foliage and snow, which it adapts to the target lighting state.

Limits to be aware of

Season presets transform the visible state of foliage, ground cover, sky, and atmosphere. They don't change programme — pedestrians don't put on coats for winter, café tables don't come inside, awnings don't fold up. If you need a fully-staged winter scene with people in coats and a covered terrace, run E.01 Add people after the season pass and let the inhabitant inference adapt to the cold context.

Architectural materials don't change either. Wood doesn't weather, paint doesn't fade, copper doesn't patina seasonally. For long-term weathering, use M.03 Weathered steel or similar material presets rather than seasonal restage.

Frequently asked

What is AI season transformation for architectural renders?+
AI season transformation is a generative image-to-image preset that takes a render in one season and produces the same view in a different season — winter snow, autumn foliage, spring blossom — preserving the building geometry and composition. The transformation runs in 8-14 seconds per pass.
How is S.02 Winter different from a Photoshop snow overlay?+
A Photoshop snow overlay is uniform and 2D — it blankets everything indiscriminately and gets the depth wrong. S.02 Winter is a generative model that recognises horizontal surfaces (parapets, ground, ledges, branches) and accumulates snow only where it would in reality. Trees lose their summer foliage; deciduous species become bare; conifers stay green.
Which engine handles season transforms?+
Renovato routes season presets to Nano Banana (Google Gemini) by default, which excels at character/material consistency across the seasonal change. Inspector lets you override to Seedream for denser foliage scenes or GPT Image for tighter compositional control.
How much does a season run cost?+
Two credits per run, same as a relight. A four-season set (spring, summer, autumn, winter) of one source render costs 8 credits — about $0.07-0.10 depending on tier.
Can I run all four seasons in parallel from one source?+
Yes. Drop S.01-S.04 onto the atlas in parallel, all connected to the same source node. Renovato fans out the runs and the four outputs land as four sibling nodes side-by-side. Used as the basis for the Seasonal Reel workflow template.
Does it work on interior renders?+
Yes, but the change is more subtle — the visible cues for season in an interior are the view through the window (changing foliage, sky), the lighting state (low-angle winter sun vs high summer overhead), and any seasonal interior staging (throw blankets, hot drinks). For pure interior shots without external view, prefer the relight + populate combo over season presets.

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