flux-pro-1.0-depth-finetuned

Technical Specifications of flux-pro-1-0-depth-finetuned

What is flux-pro-1-0-depth-finetuned?

flux-pro-1-0-depth-finetuned is CometAPI’s platform identifier for a depth-guided FLUX Pro fine-tuned image model. Based on publicly available model descriptions from the FLUX ecosystem, this type of model is designed to generate or transform images using depth information so the output keeps the original scene layout, perspective, and object relationships more reliably than unconstrained image generation.

The underlying capability comes from the FLUX.1 Pro family and its fine-tuned variants, where fine-tuning adds customized behavior on top of the base professional image model. Public documentation for related FLUX fine-tuned endpoints shows that these variants use fine-tune controls and LoRA-style adaptation to specialize outputs while retaining the high-quality generation behavior of FLUX Pro.

In practical terms, flux-pro-1-0-depth-finetuned is best understood as a production-ready depth-aware image generation endpoint for workflows such as controlled restyling, scene-preserving edits, product visualization, architectural concepts, and any task where you want creative variation without losing the original spatial structure. This interpretation is consistent with public FLUX Depth Pro descriptions and the dedicated depth-fine-tuned endpoint documentation available in the broader FLUX serving ecosystem.

Main features of flux-pro-1-0-depth-finetuned

• Depth-aware generation: Uses depth information as a structural guide, helping the model preserve perspective, object placement, and scene geometry during image transformation or synthesis.
• Fine-tuned FLUX Pro quality: Built on the FLUX Pro family, which is positioned for professional-grade image generation, while the fine-tuned variant adds more specialized control over outputs.
• Strong composition retention: Particularly useful when you need to change style, materials, lighting, or appearance without breaking the original composition of a scene.
• Useful for structured visual workflows: Well suited for architecture, interior concepts, product placement, scene redesign, and other workflows where spatial consistency matters.
• Commercial project support: CometAPI’s model page indicates commercial use support, making it relevant for production applications and business workflows. cometapi.com
• Simple hosted API access: Instead of managing model infrastructure directly, developers can call the hosted endpoint through CometAPI using the model ID flux-pro-1-0-depth-finetuned. cometapi.com

How to access and integrate flux-pro-1-0-depth-finetuned

Step 1: Sign Up for API Key

Sign up on CometAPI and create an API key from your dashboard. Once you have the key, store it securely and use it to authenticate all requests to the CometAPI endpoint.

Step 2: Send Requests to flux-pro-1-0-depth-finetuned API

Use CometAPI's Flux-compatible endpoint at POST /flux/v1/{model}.

curl https://api.cometapi.com/flux/v1/flux-pro-1-0-depth-finetuned \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMETAPI_API_KEY" \
  -d '{
    "prompt": "A breathtaking landscape painting with golden hour lighting",
    "width": 1024,
    "height": 768,
    "steps": 20,
    "prompt_upsampling": true
  }'

Step 3: Retrieve and Verify Results

The API returns a task ID. Poll GET /flux/v1/get_result?id={task_id} to check generation status and retrieve the output image when complete.