Flux-based vision upscaler that adds creative detail while preserving the original image structure
Example outputs coming soon
Details
flux-vision-upscaler
Starting from
Prices shown are in USD · Some prices estimated from per-megapixel or per-token pricing
Full pricing detailsProviders & Pricing (1)
Flux Vision Upscaler is available exclusively through fal.ai, starting at $0.1/image.
Flux Vision Upscaler API OpenAI-compatible
https://api.lumenfall.ai/openai/v1
flux-vision-upscaler
Code Examples
Upscale
/v1/images/editscurl -X POST \
https://api.lumenfall.ai/openai/v1/images/edits \
-H "Authorization: Bearer $LUMENFALL_API_KEY" \
-F "model=flux-vision-upscaler" \
-F "[email protected]" \
-F "prompt=Add a starry night sky to this image" \
-F "size=1024x1024"
# Response:
# { "created": 1234567890, "data": [{ "url": "https://...", "revised_prompt": "..." }] }
import OpenAI from 'openai';
import fs from 'fs';
const client = new OpenAI({
apiKey: 'YOUR_API_KEY',
baseURL: 'https://api.lumenfall.ai/openai/v1'
});
const response = await client.images.edit({
model: 'flux-vision-upscaler',
image: fs.createReadStream('source.png'),
prompt: 'Add a starry night sky to this image',
size: '1024x1024'
});
// { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
console.log(response.data[0].url);
from openai import OpenAI
client = OpenAI(
api_key="YOUR_API_KEY",
base_url="https://api.lumenfall.ai/openai/v1"
)
response = client.images.edit(
model="flux-vision-upscaler",
image=open("source.png", "rb"),
prompt="Add a starry night sky to this image",
size="1024x1024"
)
# { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
print(response.data[0].url)
Parameter Normalization
How we handle parameters across different providers
Not every provider speaks the same language. When you send a parameter, we handle it in one of four ways depending on what the model supports:
| Behavior | What happens | Example |
|---|---|---|
passthrough |
Sent as-is to the provider | style, quality |
renamed |
Same value, mapped to the field name the provider expects | prompt |
converted |
Transformed to the provider's native format | size |
emulated |
Works even if the provider has no concept of it | n, response_format |
Parameters we don't recognize pass straight through to the upstream API, so provider-specific options still work.
Flux Vision Upscaler FAQ
How much does Flux Vision Upscaler cost?
Flux Vision Upscaler starts at $0.1 per image through Lumenfall. Pricing varies by provider. Lumenfall does not add any markup to provider pricing.
How do I use Flux Vision Upscaler via API?
You can use Flux Vision Upscaler through Lumenfall's OpenAI-compatible API. Send requests to the unified endpoint with model ID "flux-vision-upscaler". Code examples are available in Python, JavaScript, and cURL.
Which providers offer Flux Vision Upscaler?
Flux Vision Upscaler is available through fal.ai on Lumenfall. Lumenfall automatically routes requests to the best available provider.
Try Flux Vision Upscaler in Playground
Generate images with custom prompts — no API key needed.