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FLUX.1 [dev] Control LoRA Depth

FLUX.1 Control LoRA Depth: precise depth-guided image generation.

A tradução deste card ainda não está disponível; parte do conteúdo aparece em inglês.

Sobre este modelo

FLUX.1 [dev] Control LoRA Depth is a specialized version of the FLUX.1 model that uses a depth map to guide image generation. By providing a depth map alongside your text prompt, you can precisely control the spatial arrangement of objects in the scene. This model is perfect for creating images with specific depth relationships, such as a person standing in front of a distant mountain or objects at varying distances from the camera. It excels in maintaining consistent depth cues across generated images, making it a powerful tool for concept art, 3D visualization, and any project requiring controlled perspective.

Melhores casos de uso

Creating images with specific foreground and background relationships
Generating scenes with controlled perspective and depth of field
Designing environments for games or virtual reality
Producing consistent depth maps for 3D modeling references
Crafting images where object placement is critical

Pontos fortes

Depth Control

Precisely controls the depth structure of generated images using a depth map.

Consistent Composition

Maintains consistent foreground and background relationships across variations.

Versatile Integration

Works with any text prompt, allowing creative freedom within depth constraints.

Dicas

Use a clear depth map with distinct foreground and background regions for best results.
Combine with detailed text prompts to add texture and color to depth-defined areas.
Experiment with different depth map resolutions to match your desired level of detail.
Start with simple depth maps (e.g., a single object in foreground) before attempting complex scenes.

Limitações

Requires a depth map input, which may need external tools to generate.
May struggle with very complex depth maps or extreme perspective shifts.
Not ideal for abstract or surreal images where depth is intentionally ambiguous.

Exemplos de geração

Exemplo em breve

Hero Depth Portrait

A close-up portrait of a lion, depth map with lion in white and background in black, photorealistic style.

Exemplo em breve

Epic Landscape

A vast canyon with a river in the foreground, depth map with river and banks white, distant cliffs gray, cinematic lighting.

Exemplo em breve

Sci-Fi Corridor

A futuristic corridor with a glowing door at the end, depth map with door white, walls and floor gray, neon colors.

Prompts de exemplo

Person in Foreground

A woman standing in front of a mountain range, depth map with person in white and mountains in gray.

Still Life with Depth

A bowl of fruit on a table, with a window in the background, depth map showing table and fruit as white, window as gray.

Cityscape Layers

A city skyline with a tall building in front and smaller buildings behind, depth map with foreground building white, background gray.

Parâmetros

seed

A number that sets the random starting point; same seed gives similar results.

steps

Number of generation steps; more steps can improve detail but take longer.

depth_map

A grayscale image that defines the depth structure of the final output.

aspect_ratio

The shape of the image, like '16:9' for widescreen or '1:1' for square.

guidance_scale

Controls how closely the image follows your prompt; higher values mean stricter adherence.

Preços

$0.1600 por imagem

Os preços exibidos são o que você paga na Muitto. Sem surpresas.

Perguntas frequentes

What is a depth map?

A depth map is a grayscale image where white represents close objects and black represents distant ones.

Do I need to create a depth map myself?

Yes, you need to provide a depth map, but you can generate one using other tools or models.

Can I use this model without a depth map?

No, this model requires a depth map to control the depth structure of the output.