Text-to-Image vs. Photo Editing: AI in Landscape Design

Artificial intelligence is opening up new possibilities in landscape design, offering two main approaches: generating images from a text description (text-to-image) and intelligently editing existing photos of a property (image editing). Both methods allow you to visualize ideas, but they are applied to different tasks and have their own advantages. The choice between them depends on your initial data, goals, and desired level of detail.

What is text-to-image generation in landscape design?

Text-to-image generation is the process of creating an entirely new image based on a text query, or “prompt.” In the context of landscape design, this means you describe your dream plot, for example: “Modern garden with a pond, light stone patio, tall ornamental grasses, minimalist wooden gazebo, perimeter lighting.” The AI model analyzes this text and creates a unique image, which can be either photorealistic or stylized. This approach is ideal for the initial stage when you don't have a clear plan but only a general idea or an empty plot, for example, 10–15 ares (1000-1500 sq meters), and you want to see various concepts without being tied to the current state.

Advantages of text-to-image: boundless creativity, ability to quickly generate many options, ideal for brainstorming and finding inspiration. Disadvantages: sometimes it's difficult to get an exact match to reality or specific dimensions, requires skill in crafting effective prompts to avoid absurd or impractical solutions. For example, attempting to create a zen garden with a waterfall on a flat plot without considering elevation changes can result in a beautiful but impractical image.

What is AI image editing?

AI-powered photo editing of a property works differently: you upload a real photo of your plot, and the AI makes changes to it according to your instructions. This could be adding a specific element (e.g., “plant a group of junipers to the right of the path”), changing an existing one (e.g., “replace the lawn with a perennial flower bed”), or adjusting lighting and color. This method focuses on realistic transformation of existing spaces. For example, you have a photo of a 6-are (600 sq meter) backyard, and you want to see what adding a circular gazebo with a 3-meter diameter or a 1.2-meter wide paved path made of natural stone would look like.

Advantages of AI editing: high degree of realism, ability to work with existing site conditions, easy to assess how changes will fit into the current landscape. This helps make more informed decisions, as you see changes against a familiar background. Disadvantages: limited by the original photo, less suitable for creating radically new concepts from scratch, may require several iterations for precise alignment with the idea.

When to choose text-to-image generation?

Choosing text-to-image generation is justified in several cases. Firstly, if you have an empty plot without any structures or plantings, and you want to see many diverse concepts. Secondly, when you are in the inspiration-seeking stage and do not have a clear idea of the desired style or elements. For example, you can generate “Mediterranean garden,” “Japanese rock garden,” or “modern minimalist landscape” to decide on a direction. Thirdly, it's an excellent tool for rapid prototyping ideas when you need to assess the overall atmosphere and composition without delving into implementation details. The generation time for one concept is usually only a few minutes, allowing you to experiment without significant time investment.

When is AI photo editing preferable?

AI photo editing becomes indispensable when you already have an existing plot with certain structures, terrain, and vegetation, and you want to make specific changes or additions. For example, you want to see what a new barbecue area would look like, how a flower bed's shape would change, or the addition of a hedge along the fence. This approach allows you to assess how specific elements will fit into the existing picture and avoid costly mistakes. If you plan to install a pond 1.5 meters deep or a decorative bridge on your plot, AI editing will help visualize these elements in the context of your yard. It is also useful for demonstrating potential changes to clients or family members, showing them a realistic “picture of the future.”

Key criteria for choosing a method

The choice between text-to-image and image editing depends on several key criteria:

• Initial data: Do you have an empty space or an existing photo? If an empty plot, text-to-image offers more freedom. If you have a photo, image editing will be more accurate.
• Goal: Do you need a new concept from scratch or an improvement to an existing one? For concepts – text-to-image, for improvements – image editing.
• Degree of realism: Text-to-image can be very realistic, but sometimes generates idealized, not entirely practical solutions. Image editing, relying on reality, provides higher accuracy and predictability of changes.
• Control and detail: Image editing gives more control over specific elements and their placement. Text-to-image requires more skill in crafting prompts to achieve the desired result. If you need to arrange specific rose varieties or shrubs with a certain spacing, for example, every 0.8 meters, then photo editing will be more suitable.
• Budget and time: Both methods significantly save time compared to traditional design. However, achieving an ideal result may require several iterations, especially with text-to-image.

Common mistakes when using AI in plot planning

Despite all the advantages, when working with AI tools, you may encounter mistakes that reduce effectiveness:

1. Unrealistic expectations: AI is a tool, not a magic wand. It can generate beautiful pictures, but they don't always account for real climatic conditions, soil type, or budget. For example, creating a tropical garden in a temperate zone of Russia is sometimes simply impractical.
2. Poor prompts: Especially when working with text-to-image, imprecise or overly general queries lead to irrelevant results. It's important to be as specific as possible in describing style, elements, colors, and materials.
3. Ignoring plot specifics: When using image editing, it's important to consider actual dimensions, slope, sun, and shade. AI might add a pond to a shaded area where it would not thrive if you don't specify this in the request.
4. Too many details at once: Trying to include all elements in one query can confuse the AI. It's better to work in stages: first the general concept, then detailing individual zones.
5. Lack of human oversight: AI is an assistant, but the final decision and adaptation to real conditions should always remain with a human or a professional designer. Generated ideas should always be checked against landscape design principles, which you can read about in our article Plot Zoning with AI.

How to plan your property design with FormSpace

FormSpace offers powerful AI tools that will help you plan your property, whether you prefer generation from scratch or photo editing. For generating new concepts from a text description, the 2.1 AI Concept module is ideal. You can upload a plot plan or its general dimensions (e.g., 20 by 30 meters) and describe the desired style, functional zones, and elements (e.g., “modern garden with a relaxation area, children's playground, and a small ornamental grass flower bed”). The AI will generate several layout options that will serve as a starting point for your project.

If you have a photo of an existing plot and want to make changes or add specific elements, use the 3.1 Design by Photo module. Upload a clear image of your yard. Then you can instruct the AI what to change: “add a rock garden to the lower right corner,” “plant a 2-meter tall thuja hedge along the fence,” or “replace the old lawn with new rolled turf.” This tool allows you to see how your plot will transform with new elements, helping you make an informed decision before starting work. For example, you can experiment with different paving options for paths, choose suitable plants, which we wrote about in the article How to Choose Plants for Your Plot, or plan a lighting system, simply by uploading a photo and giving the AI appropriate instructions.

FAQ

Can these methods be combined?

Yes, moreover, this is one of the most effective approaches. You can start with text-to-image generation to get general ideas and choose a few concepts you like. Then, using these concepts as a basis, apply image editing to photos of your real plot to adapt the chosen ideas to specific conditions and details. This allows you to combine creativity and realism.

Which method is cheaper?

Both methods are generally significantly cheaper than hiring a professional landscape designer for each stage. The cost of using AI tools is usually associated with a service subscription or the number of generations/edits. Overall, the costs of AI tools are minimal compared to the savings on design work and potential implementation errors.

Do you need to be a designer to use AI tools?

No, FormSpace AI tools are designed to be intuitive for regular property owners. You don't need special design skills. The main thing is to clearly articulate your ideas and wishes. However, a basic understanding of landscape design principles will help you better interpret the results and provide more accurate requests.

How realistic are the results?

Modern AI models are capable of generating very realistic images, especially in photo editing mode. Text-to-image also achieves a high degree of photorealism, but sometimes it can create idealized or slightly “surreal” elements. The quality of the results largely depends on the quality of the input data (photo, prompt) and the power of the AI model.

Can AI be used for plots with complex terrain?

Yes, it can, but with caveats. When generating text-to-image, you need to describe the terrain in great detail in the prompt. When editing photos, the AI will work with the terrain visible in the image. For very complex cases, for example, with elevation changes of more than 2-3 meters over short distances, AI may require more detailed instructions or professional assistance for accurate project adaptation.

How long does it take to create a design?

The time to create a concept or make changes using AI is measured in minutes. Generating one text-to-image takes from a few seconds to 2-3 minutes. Photo editing can take a little longer, up to 5-10 minutes, depending on the complexity of the request and the number of changes. This allows you to experiment with many options in a very short time.

What if I don't like the AI result?

If the AI result doesn't meet your expectations, don't be discouraged. This is a normal process. Try changing the prompt, making it more specific, or adjusting the original photo. In text-to-image mode, you can simply generate a new variant. In editing mode, you can undo the last changes and try a different approach. AI learns from your requests, and the more precisely you guide it, the better the result will be.

The choice between text-to-image generation and image editing depends on your tasks and initial data. Both approaches provide powerful tools for visualizing and planning landscape design, significantly simplifying the process and making it accessible to every property owner. Use FormSpace to experiment with ideas, adapt them to the reality of your plot, and create the space of your dreams with confidence and precision. Start planning your ideal landscape today.