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bfl/flux-2-lora-gallery/multiple-angles

Flux 2 Lora Gallery Multiple Angles is BFL's intelligent image editing model. Transform, retouch, and reimagine existing images using text prompts - from background replacement to artistic style conversion.

Input

PNG, JPEG, WebP, or GIF · 20 MiB maximum each

The URL of the image to adjust camera angle for.
020
The CFG (Classifier Free Guidance) scale. Range: 0 to 20.
450
The number of inference steps to perform. Range: 4 to 50.
The format of the output image. Allowed values: png, jpeg.
060
Vertical camera angle in degrees. 0°=eye-level shot, 30°=elevated shot, 60°=high-angle shot (looking down from above). Range: 0 to 60.
02
The strength of the multiple angles effect. Range: 0 to 2.
0360
Horizontal rotation angle around the object in degrees. 0°=front view, 90°=right side, 180°=back view, 270°=left side, 360°=front view again. Range: 0 to 360.
010
Camera zoom/distance. 0=wide shot (far away), 5=medium shot (normal), 10=close-up (very close). Range: 0 to 10.
The aspect ratio of the generated image. Allowed values: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16.
Random seed for reproducibility.
Idle

Example output — click Run to generate your own

API README

Flux 2 Lora Gallery

Flux 2 Lora Gallery is a specialized FLUX.2 LoRA workflow for multiple angles. It combines the selected adaptation with FLUX.2’s strong prompt understanding and photorealistic scene construction, concentrating the model on a repeatable production task instead of asking a general image endpoint to infer the workflow from a broad prompt.

Use this route when the input assets and final deliverable match multiple angles exactly. Explain the desired composition and presentation, then state the visual facts that must stay consistent—such as architecture, identity, geometry, branding, or material appearance. The specialization supplies task knowledge, while the brief controls the specific creative result.

Highlights

  • Novel-view synthesis. Creates alternate viewpoints of the same referenced subject.
  • Cross-view identity consistency. Maintains recognizable shape, color, branding, and key details across angles.
  • Three-dimensional inference. Infers unseen surfaces and geometry needed for new camera positions.
  • Catalog-ready variation. Supports multi-angle product, character, or object imagery from limited reference material.

Pricing

ConfigurationBilling unitPrice
Base generationPer request$0.021

When to Use

✅ Good fit❌ Consider alternatives
The project needs this exact generation or editing routeThe intended task belongs to video, audio, or 3D media
Available references match every required local fieldRequired source assets or rights are unavailable
The brief can specify composition, color, and finishOutput must be deterministic at pixel level
Supported dimensions and formats fit final placementDelivery requires unsupported canvas specifications
An asynchronous generated image fits productionA live frame-synchronous response is mandatory

Prompt Guide

Write a complete visual brief: identify the subject and references, define composition and viewpoint, describe lighting, palette, materials, typography, and finish, then list exact preservation constraints. FLUX.2 Klein does not rely on prompt upsampling, so use clear descriptive sentences rather than sparse keywords.

{
  "seed": 1,
  "zoom": 5,
  "images": [
    "https://example.com/reference.jpg"
  ]
}

Technical Specs

SpecValue
Model IDbfl/flux-2-lora-gallery/multiple-angles
Input fieldsseed (integer)<br>zoom (number; 0–10)<br>images (array)<br>lora_scale (number; 0–2)<br>aspect_ratio (string; 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16)<br>output_format (string; png, jpeg)<br>guidance_scale (number; 0–20)<br>vertical_angle (number; 0–60)<br>horizontal_angle (number; 0–360)<br>num_inference_steps (integer; 4–50)
Required inputNone marked required
Output fieldsurl, content_type
ExecutionAsynchronous job

Related Models

  • bfl/flux-2-lora-gallery/apartment-staging
  • bfl/flux-2-lora-gallery/face-to-full-portrait
  • bfl/flux-2-lora-gallery/realism

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