FLUX

flux-depth-pro — Image-to-Image AI Model

flux-depth-pro from Black Forest Labs revolutionizes image-to-image AI by generating precise depth maps from input images, unlocking 3D effects, realistic relighting, and enhanced spatial compositions without manual annotation. Developed as part of the innovative flux family, this flux-depth-pro model excels in estimating advanced depth structures, enabling developers and creators to transform 2D photos into dynamic 3D-aware visuals for applications like AR previews and immersive e-commerce. Ideal for users searching for "AI depth estimation API" or "image to depth map AI", flux-depth-pro delivers professional-grade outputs with flux's signature prompt adherence and detail fidelity.

What Sets flux-depth-pro Apart

Unlike standard image-to-image models that focus solely on stylistic changes, flux-depth-pro specializes in accurate depth estimation, producing dense depth maps that capture fine-grained spatial relationships like object occlusion and surface geometry. This enables seamless integration into 3D pipelines, allowing users to apply realistic parallax effects or novel view synthesis directly from a single input image.

Building on Black Forest Labs' flux architecture, flux-depth-pro supports high-resolution processing up to 4 megapixels, matching the capabilities of flux.2 variants for sharp, detailed depth outputs in formats like PNG, with aspect ratios including 1:1, 16:9, and 4:3. Generation times average around 15 seconds, balancing speed and precision for efficient workflows in "Black Forest Labs image-to-image" applications.

• Monocular depth precision: Extracts metric-scale depth from single RGB images, outperforming generic models in handling complex indoor-outdoor scenes with accurate scale recovery—perfect for robotics simulation or VR content.
• Flux-native integration: Leverages the 12B parameter MMDiT backbone for superior edge detection and boundary adherence, enabling zero-shot 3D manipulations that maintain photorealism.
• Multi-reference depth fusion: Combines depth from multiple input views, preserving consistency for "AI photo editing for e-commerce" where product angles need uniform spatial grounding.

Guidance vs. Creativity: High guidance values steer the output closer to the prompt, but may limit creative freedom. Lower values allow for more artistic interpretations.

Control Images: Using control images can help maintain consistency but may reduce the model’s creativity.

Steps: Increasing steps enhances image quality but can slow down processing time. Find a balance based on your priorities.

Safety Tolerance: Adjust this based on your content needs. Lower tolerance may flag outputs more strictly.

Legal Information

By using this model, you agree to:

• Black Forest Labs API agreement
• Black Forest Labs Terms of Service

How to Use flux-depth-pro on Eachlabs

Access flux-depth-pro seamlessly on Eachlabs via the Playground for instant testing, API for production-scale "flux-depth-pro API" integrations, or SDK for custom apps. Upload a source image and optional text prompt specifying depth styles like "high-contrast indoor depth map"; select resolutions up to 4MP and aspect ratios. Receive PNG depth outputs with embedded metadata in ~15 seconds, ready for 3D rendering or editing pipelines.

Visual Art Creation: Generate unique, artistic visuals based on detailed prompts.

Concept Visualization: Bring ideas to life for storyboards, prototypes, and creative projects.

Photo Enhancement and Editing: Use control images to refine and enhance photos with specific styles.

Creative Exploration: Experiment with different settings to produce imaginative and abstract results.

Professional Design: Tailor outputs for use in marketing, branding, and digital content creation.

Use Cases for flux-depth-pro

E-commerce developers building "automated image editing API" tools can input product photos to generate depth maps, then apply virtual staging like "place this sneaker on a floating glass shelf with depth-based shadows for a 3D product viewer", reducing photography costs while boosting conversion rates through interactive visuals.

AR/VR creators use flux-depth-pro to convert real-world captures into depth-enhanced assets, feeding an image of a room interior to produce maps for overlaying virtual furniture with precise occlusion—streamlining workflows for apps targeting "image to image AI model" integrations in immersive design.

Game designers seeking "AI image editor API" capabilities process concept art to extract layered depth, enabling quick prototyping of 3D environments from 2D sketches, such as generating parallax scrolling backgrounds that adapt to player movement.

Filmmakers and VFX artists enhance matte paintings with flux-depth-pro's depth outputs for realistic compositing, inputting a landscape photo to create z-depth passes that support camera fly-throughs without full 3D modeling.

• Artistic Interpretations: Experiment with abstract prompts like “a surreal dreamscape with vibrant colors.”
• Photo Refinement: Input a control image to refine or enhance an existing photograph.
• Style Combinations: Blend multiple styles by referencing distinct control images and prompts.
• Concept Prototypes: Generate visual drafts for presentations, storyboards, or creative brainstorming.
• Guidance Exploration: Compare outputs at different guidance values (e.g., 5, 10, 20) to understand how this impacts results.

Complex Prompts: Overly intricate prompts may lead to inconsistent results. Break them down into simpler components when needed.

Processing Time: High steps and upsampling can increase rendering time. Plan accordingly for large or complex projects.

Control Image Dependency: Reliance on control images may limit flexibility in output interpretation.

Output Format: JPG,PNG