From an overgrown backyard to a garden lounge: our AI film

An overgrown backyard becomes a raised circular lounge with curved seating, pale stone steps and warm evening lighting. Our finished AI concept film runs for 88 seconds, ending with friends gathering around the table.

An original AI-generated design concept. We made and reviewed this film locally in ComfyUI, then edited the clips together. It is not a recording of a construction project, a single Studio generation or a construction tutorial.

Music: Happy Home by Michael Ramir C., from Mixkit's acoustic collection, used under the Mixkit music license. The excerpt has a volume adjustment and opening and closing fades.

The finished design was the reference

The destination mattered as much as the starting garden. We kept a raised, curved seating area, three broad entrance steps, warm pale stone, timber seating and a central table. The house, fences and viewing direction provide landmarks throughout the sequence.

An early result drifted toward a smaller ring of gray blocks. It was recognizable as construction, but it no longer explained the intended design. We rejected that direction. A convincing transformation needs to connect the original garden to the actual finished layout, not just to another plausible outdoor space.

Short clips became a longer transformation

We used separately generated stages and reviewed the visible transitions between them. The local setup used MiniMax H3 in ComfyUI, first-and-last-frame conditioning, an eight-step Turbo LoRA and an FP16 video VAE. Accepted frames and stage-specific endpoint images helped constrain the next stage; they did not guarantee continuity.

The important checks were visual: does the entrance stay the same width, do the steps occupy the same place, and do tools and materials remain solid through the action? A good last frame cannot rescue a clip whose middle invents a different structure.

Native generation was 704 × 1248 at 24 fps. The delivery file is 1080 × 1920, upscaled for the vertical edit. That delivery size does not mean the scene was generated with native 1080p detail.

Concrete needed something to hold its exposed edges

The most useful correction was also easy to miss in a fast edit. One version let wet concrete turn into crisp step edges without visible boards supporting it.

We replaced that section with three distinct actions:

Final-film time	Visible action
00:26–00:31	Workers install and brace the timber forms
00:31–00:38	Concrete is placed with the forms still in position
00:38–00:43	An “AFTER CURING” transition leads into form removal

This makes the sequence easier to understand. It does not establish real-world curing times, reinforcement design or compliance. The film compresses time and still contains generated construction artifacts. Actual construction needs a site-specific design and qualified professionals.

The reveal should keep moving

An earlier edit added a six-second still with a small digital zoom after the garden was finished. It delayed the evening sequence and introduced a visible change in scale at the transition.

We removed that hold and its overlapping dissolve. In the final edit, the existing evening clip starts at about 01:19.3, shortly after the completed garden is revealed. Warm lights beneath the seating and along the steps lead into the gathering. The camera stays in the same position instead of adding another artificial push-in.

What we would change in the next film

The remaining continuity problem is the workers. Faces, clothing and accessories are not fully consistent across stages. For the next film, we will establish a fixed cast and wardrobe reference before generation, repeat those details in each stage and inspect the first, middle and last frames of every accepted clip.

That is a production requirement for the next project, not a claim that reference images automatically solve identity drift. Hands, tools and some intermediate construction details also need close review.

If you are developing your own visual concept, start with a design you want to preserve. Our Prompt Library includes image and video examples, and the bathroom film case study shows how we approached a different problem: making short architectural camera moves visibly move.