How to Use AI to Edit Photos: Examples & Best Practices

Whether you are designing a marketing campaign, updating a website, or simply trying to save a great shot with a distracting background, the raw image is rarely perfect on the first try. There is usually a minor detail standing in the way, such as a crop that feels too tight, a stray object breaking the composition, or lighting that doesn’t quite fit the mood of your project.

Traditional photo editing software is incredibly capable, but getting that final polish often requires significant time and technical effort. Tasks like meticulously masking a subject, cloning out complex distractions, or manually rebuilding an environment demand precision and patience. When you are managing a high volume of assets or trying to quickly iterate on a creative concept, getting bogged down in these pixel-level edits can slow down your momentum.

This is where AI image editing steps in as a practical creative partner. Rather than replacing your vision, modern AI models help you execute it much faster. In this guide, we will look at some of the most popular AI image editing use cases, explore how to apply these techniques to your own workflow, and break down how to choose the right AI image model for your specific task.

What Can AI Edit in a Photo?

When it comes to the possibilities of AI image editing, your imagination is the limit. However, while you can experiment endlessly, there are several practical and popular use cases that professionals and creators often use in their work. Let’s explore some of the most common ways you can modify your photos with AI.

Spatial & Compositional Edits

One of the most common tasks in image editing is moving a subject from its original setting into a completely new environment (contextual background replacement). When you relocate a subject, the AI harmonizes the entire visual composition. It matches the color temperature to the new space, applies atmospheric depth, and recalculates the direction and intensity of cast shadows so the subject feels physically grounded.

Contextual background replacement is such a common need that we built the Background Change Blueprint on Leonardo to let you execute the entire process with a single click.

Beyond replacing backgrounds, you can also use AI image editing for other spatial and compositional use cases:

• Background removal and subject isolation: Instantly extracts a subject from its environment.
• Generative expansion (outpainting): Expands the borders of a photograph to change its aspect ratio, such as converting a square image to a wide 16:9 format (a popular use case for social media creatives).
• Object addition (localized generative fill): Inserts entirely new, contextually appropriate elements into an existing photograph.
• Distraction elimination (object removal): Removes unwanted elements, such as a tourist wandering into the frame. The AI reconstructs the background based on surrounding contextual clues.

Commercial & Product Photography

When presenting clothing, showing exactly how a garment fits is important for increasing sales. Virtual try-on technology lets you take a simple flat-lay photo of a t-shirt, dress, or jacket and have it naturally draped onto a digital model (or onto the client themselves).

Beyond clothing, AI image editing can be used for various commercial marketing needs:

• Jewelry rendering: Places macro-photography of jewelry onto models while preserving complex metallic reflections and gemstone refraction.
• Automated shadow generation: Grounds isolated products onto stark backgrounds by calculating accurate directional or diffuse shadows.
• Narrative prop generation: Builds thematic lifestyle setups around a static product shot to enhance visual storytelling.
• Virtual staging: Populates empty residential or commercial properties with photorealistic furniture.

Portraiture & Biometric Edits

Capturing the perfect portrait often comes down to timing. Frequently, a photo with great lighting and composition is thrown off by a half-closed eye or an awkward gaze looking away from the camera. Using AI image editing, you can gently raise the corners of a subject’s mouth, open blinking eyes, or shift the direction of their gaze to make direct eye contact.

Beyond adjusting expressions, AI provides several ways to refine human portraits:

• Intelligent skin retouching: Neutralizes minor blemishes and stray hairs while preserving the natural pore structure and skin tones.
• Digital makeup application: Maps the three-dimensional topography of the face to add or alter cosmetics, like changing a lipstick finish or adding eyeliner.
• Hair style and color alteration: Changes hair color or physical cuts while preserving the natural texture and accurately reproducing the original lighting.
• Age progression and regression: Simulates the structural changes of aging, such as adding fine lines, or reverses them.

Style Transfer

Style transfer lets you repaint an existing image in a different artistic style while preserving its original layout and subject matter. This technique is particularly useful for changing the visual mood of a scene or testing how a specific concept looks across various AI art styles.

On Leonardo, you can use the Style Transfer Blueprint to quickly change the style of your image.

Beyond simple filters, AI style transfer provides deep control over the artistic direction of your work:

• Artistic translation: Transposes a photorealistic image into specific aesthetics like psychedelic art, retro 80s pixel-art, or flat vector illustrations.
• Material and texture replacement: Changes an object’s physical makeup, such as turning a jacket from denim to leather.
• Aesthetic mapping: Maps the complex visual characteristics of one reference image directly onto another, including specific color palettes and focal blur.

Cinematic & Environmental Changes

The specific time of day captured in a photo can be completely rewritten to fit your goals. Day-to-dusk conversions are highly effective for highlighting a premium, luxury feel in architectural or hospitality photos. Instead of waiting on location for the perfect lighting, you can transform a flat midday shot into a sunset scene. The AI automatically introduces warm highlights, deepens shadows, and can even illuminate windows to create an inviting glow.

On Leonardo, you can use the Change Time of Day Blueprint to quickly change the time of day in your image.

Beyond shifting time, AI provides tools to control the atmosphere and mood of your scene:

• Weather and seasonal alterations: Changes meteorological conditions, such as turning a summer landscape into a winter scene with accumulating snow.
• Cinematic color grading: Maps the high-contrast look of specific film stocks or popular color palettes onto your image to create editorial quality.
• Ambient light and shadow adjustment: Recalculates light spill, shadow casting, and reflections to anchor objects realistically when the environment changes.
• Atmospheric effects: Introduces volumetric mist, fog, or rain to match new weather settings.

Restoration & Utility

Physical photographs degrade over time, often accumulating scratches, structural tears, and fading contrast. Restoration tools can fix these archives by removing dust particles and repairing tears with newly generated visual data. For instance, below is an example of a restoration of Boulevard du Temple, one of the oldest daguerreotypes in the world (a daguerreotype is a type of proto-photograph).

Beyond repairing historical images, AI offers several utility features for image editing:

• Resolution upscaling: Enlarges low-quality or heavily compressed files by generating new pixel data to create sharp edges and clear textures.
• Motion blur removal: Reverses optical artifacts caused by camera shake or subject movement to recover lost focal details.

How to Edit an Image with AI

Let’s explore the three main ways to edit an image with AI on Leonardo.

Editing a Generated Image

You will often want to refine an image you have just generated on Leonardo. To begin, click the Edit button in the bottom-right corner.

Next, type your editing prompt and select your preferred model.

To learn how to craft the most effective editing prompts, check our Nano Banana prompt guide (most of the advice there applies to a wide range of AI editing models).

Editing an Uploaded Image

To edit your own photos (for example, you may want to retouch a selfie or modify a professional shot), click the Image Reference button and upload your image.

Next, type your prompt and select a specialized editing model like Nano Banana Pro, then click Generate.

Editing with Blueprints

Blueprints provide immediate access to advanced AI image editing features. You can execute multi-step tasks by simply selecting the Blueprint that matches your specific goal. For example, you can select Old Photo Restoration to repair and colorize a historical family photo.

Here are five popular Blueprints you can use for your image editing projects:

• A/B Creative Test Builder
• Product in Scene
• Point of View Change
• Instant Translate
• Personal Style Finder

AI Models for Image Editing

Choosing the right AI model for image editing is similar to selecting the right lens for a camera. While some models are built for high speed and quick edits, others focus on high-fidelity text or photorealism. Here is a quick guide to what you should choose on Leonardo:

For a more in-depth look at every model available on the Leo platform, you can explore our image models guide.

How AI Photo Editing Works

Traditional Editing vs. AI Editing

Traditional editing is like working on a flat grid of tiny colored dots (pixels). If you wanted to remove a person from a beach photo, you’d have to manually paint over them or copy-paste bits of sand and water from elsewhere to cover them up. The software doesn’t actually know it is looking at a person or sand (it just sees thousands of separate color values). For more complex edits, this often led to repetitive patterns or blurry edges that look photoshopped.

When you ask AI to make a change, it doesn’t paint over the surface. It uses its knowledge of how the world looks to rebuild that part of the image from scratch. This is why AI can change a sunny day to a rainy one or put a new shirt on a person so naturally. It is recalculating the entire scene so every detail stays realistic.

How AI Makes Image Editing More Efficient

Because AI handles the complex calculations of lighting and perspective, you can focus entirely on the creative direction. Here is how this makes your work more efficient:

• Faster results: Complex edits that used to require hours of manual work are now finished in seconds.
• Greater flexibility: You can change the season, setting, or mood of a photo long after the original shoot is over.
• Enhanced quality: AI can fix blurry shots or low-resolution files by adding missing details based on its knowledge of how a clear photo should look.
• Instant variety: Use a single source photo to generate dozens of unique lifestyle variations, allowing you to grow your catalog with minimal effort.
• Consistency across assets: Ensure that images from different sessions match the same color palette and lighting style for a unified brand look.

The Limit Is Your Imagination

AI image editing has developed into a collaborative tool that can help with those small issues that get in the way of a great photo. It fixes common headaches like a distracting stranger in your vacation photo, a crop that’s a bit too tight, or lighting that feels flat and dull.

Think of these AI tools as a creative partner for your most frequent tasks. Whether you are changing the material of a garment for a fashion shoot, updating product photos with specific brand colors, or restoring a faded piece of family history, AI works with you to get the job done.

Ultimately, you are in charge of the story, and these tools are simply there to ensure nothing stands in the way of what you want to create.

Frequently Asked Questions

What AI can edit images?

Several high-performing AI models can handle complex image edits by interpreting scenes semantically rather than as a simple collection of pixels. Leading options include Google’s Nano Banana Pro, OpenAI’s GPT Image 1.5, ByteDance’s Seedream 4.5, and Black Forest Labs’ FLUX.1 Kontext Max. These models are often available through unified platforms like Leonardo.Ai.

Which AI is best for editing images?

The best model depends on your specific goal for the project. For rapid edits, style transfers, and simple conversational instructions, Nano Banana is often the most efficient choice. If you need high-fidelity text, infographics, or strict character consistency, Nano Banana Pro is the preferred tool, though it requires more time and tokens to process. GPT Image 1.5 is excellent for multi-turn refinements where you need to make several small adjustments over time, while Flux 2 Pro and FLUX.1 Kontext Max are the top choices for achieving deep photorealism and realistic skin textures. For fashion-focused tasks that require perfect material rendering, Seedream 4.5 remains the standout option. Popular apps like Leonardo.Ai allow you to switch between these models so you can use the best tool for each step of your project.

Which AI can edit images for free?

You can edit for free with Nano Banana and GPT Image 1.5 inside the Gemini and ChatGPT apps, though these typically come with daily usage limits. You can also edit for free on platforms like Leonardo.Ai, which provides a free daily token count for its users. Additionally, Flux models are open-weights and can be run on your own local hardware for free if you have the necessary technical setup and GPU power.

Can you edit AI-generated images?

Yes, it is possible to edit AI-generated images. Since an AI-generated image, just like a photo, is essentially a collection of pixels that AI can process, there is no fundamental difference in how the software handles the editing process. Modern AI models treat these images as visual data that can be restructured, modified, or refined just like any other digital file.

Do I need design skills to use AI-powered photo editing tools?

You do not need formal design training to get professional results because AI handles the complex calculations of perspective, lighting, and physics for you. While building visual skills is certainly helpful, the technology is designed to act as a co-pilot that follows your natural language instructions, making complex editing accessible to anyone with a clear creative vision.