bfl/flux-2/lora-gallery/satellite-view-style
Flux 2 Lora Gallery Satellite View Style by BFL - generate stunning images from text prompts with state-of-the-art AI. Supports multiple aspect ratios, styles, and high-resolution output for creative and commercial use.
Example output — click Run to generate your own
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OpenAI-compatible endpoint with unified authentication and usage tracking.
https://api.sandbase.ai/v1/runbfl/flux-2/lora-gallery/satellite-view-styleInput Schema
7 parameters · 1 required · 6 optional
| Parameter | Type | Required | Description |
|---|---|---|---|
prompt | string | Required | The prompt to generate a satellite/aerial view style image. |
seed | integer | Optional | Random seed for reproducibility. Same seed with same prompt will produce same result. |
lora_scale | number | Optional | The strength of the satellite view style effect. · Min: 0 · Max: 2 · Default: 1 |
aspect_ratio | string | Optional | The aspect ratio of the generated image. · Options: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16 21:916:93:24:35:41:14:53:42:39:16 |
output_format | string | Optional | The format of the output image · Options: png, jpeg · Default: "png" pngjpeg |
guidance_scale | number | Optional | Min: 0 · Max: 20 · Default: 2.5 |
num_inference_steps | integer | Optional | Min: 4 · Max: 50 · Default: 40 |
Output Schema
| Field | Type | Description |
|---|---|---|
id | string | Unique identifier for the generation task |
status | string | Task status: pending, running, completed, failed, timeout |
model | string | Model used for the generation |
outputs | array | Array of output items |
outputs[].url | string | URL of the generated artifact |
outputs[].content_type | string | MIME type (e.g. image/png, video/mp4) |
error | object | null | Error details if failed, null on success |
error.type | string | Machine-readable error type code |
error.message | string | Human-readable error description |
Async Workflow
This model uses asynchronous execution. Submit a request and poll for the result.
- Submit — POST to /v1/run, receive an
id - Poll — GET /v1/run/{id} until status is
completed,failed, ortimeout - Retrieve — Read
outputsfrom the completed response
Code Examples
Ready-to-run snippets
# Step 1: Submit
curl -X POST https://api.sandbase.ai/v1/run \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"model": "bfl/flux-2/lora-gallery/satellite-view-style",
"prompt": "Aerial view of a city from above, satellite style",
"lora_scale": 1,
"output_format": "png",
"guidance_scale": 2.5,
"num_inference_steps": 40
}'
# Step 2: Poll result (replace <id>)
curl https://api.sandbase.ai/v1/run/<id> \
-H "Authorization: Bearer YOUR_API_KEY"API README
Flux 2 Lora Gallery Satellite View Style
Flux 2 Lora Gallery Satellite View Style belongs at the overhead earth-observation aesthetics stage of a visual workflow. Rather than treating the model as an isolated demonstration, teams can place it inside briefing, review, selection, and handoff practices where the prepared adaptation offers a reliable visual language for map-like and orbital perspectives without asking each brief to reinvent that treatment. This positioning clarifies why the model earns a place in a real creative pipeline and what kind of decision it helps people make.
A practical use of Flux 2 Lora Gallery Satellite View Style is environmental concepts, territory graphics, fictional geography, infrastructure views, and editorial pieces inspired by remote sensing. Begin by agreeing on the creative objective and review criteria, prepare only the source material needed for that objective, and compare results against audience, brand, editorial, and production needs. Technical request choices remain documented below so the prose can stay focused on planning and creative value.
Highlights
Top-down geographic framing. Organizes terrain, roads, buildings, and landscape forms from a remote-sensing viewpoint.
Large-scale spatial readability. Preserves clear relationships among regions and structures across a broad field of view.
Earth-observation texture. Synthesizes land, water, vegetation, and built surfaces with satellite-like detail.
Stylized map realism. Balances recognizable geography with creative art direction rather than producing a literal GIS layer. This configuration emphasizes the model family's characteristic balance of prompt accuracy, visual detail, and creative flexibility.
Pricing
| Billing unit | Price |
|---|---|
| Per request | $0.021 |
When to Use
| ✅ Good fit | ❌ Consider alternatives |
|---|---|
| The model's named workflow matches the source material and intended output | A different input modality or model route is required |
| A managed asynchronous result is suitable for the production pipeline | A synchronous, interactive editor is essential |
| The documented controls cover the required duration, framing, or format | The project needs controls outside this endpoint's schema |
| Creative iteration benefits from a repeatable request structure | Exact deterministic pixels, frames, geometry, or samples are mandatory |
| A finished downloadable media asset is the desired deliverable | Editable source layers or a native project file are required |
Prompt Guide
For generation, state the intended result first, then add the subject or source treatment, progression, style, and delivery constraints. Keep one creative variable per phrase, use the documented field names for controls, and change one setting at a time when comparing results.
{
"aspect_ratio": "21:9",
"output_format": "png",
"prompt": "Aerial view of a city from above, satellite style"
}
Technical Specs
| Spec | Value |
|---|---|
| Model ID | bfl/flux-2/lora-gallery/satellite-view-style |
| Inputs | aspect_ratio, guidance_scale, lora_scale, num_inference_steps, output_format, prompt, seed |
| Required inputs | prompt |
| Output fields | content_type, url |
| Execution | Async (submit, then poll for result) |
| Aspect Ratio | 21:9 / 16:9 / 3:2 / 4:3 / 5:4 / 1:1 / 4:5 / 3:4 / 2:3 / 9:16 |
| Output Format | png / jpeg |
Related Models
bfl/flux-2/lora-gallery/add-background— Compare this concrete local family route.bfl/flux-2/lora-gallery/hdr-style— Compare this concrete local family route.bfl/flux-2/lora-gallery/sepia-vintage— Compare this concrete local family route.