---
description: FIBO Edit changes one to four input images from a natural-language or structured JSON (VGL) instruction. Add a black-and-white mask to edit only part of a single image, or refer to several images as "image 1", "image 2", and so on to combine them or transfer a style.
title: FIBO Edit 1.5
image: https://developers.cloudflare.com/og-docs.png
---
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# FIBO Edit 1.5
Image-to-Image • bria
Copy as Markdown| [View as Markdown](https://developers.cloudflare.com/ai/models/bria/fibo-edit-1.5/index.md)| [Agent setup](https://developers.cloudflare.com/agent-setup/)
Model ID
`bria/fibo-edit-1.5` Copy
Use with the [Workers AI binding](https://developers.cloudflare.com/ai-gateway/usage/worker-binding-methods/), the AI Gateway [REST API](https://developers.cloudflare.com/ai-gateway/usage/rest-api/), or the [Unified API](https://developers.cloudflare.com/ai-gateway/usage/chat-completion/).
Calling the provider directly? Use the provider's model name instead, including with [provider-native endpoints](https://developers.cloudflare.com/ai-gateway/usage/providers/) or the provider's own SDK. For example, Anthropic's name for `anthropic/claude-opus-4.8` is `claude-opus-4-8`.
- Third-party
FIBO Edit changes one to four input images from a natural-language or structured JSON (VGL) instruction. Add a black-and-white mask to edit only part of a single image, or refer to several images as "image 1", "image 2", and so on to combine them or transfer a style.
| Model Info | |
| --- | --- |
| Terms and License | [link ↗](https://bria.ai/terms-of-use) |
| More information | [link ↗](https://docs.bria.ai/image-editing/editing/edit-image) |
| Pricing | |
## Usage
```ts
const response = await env.AI.run(
'bria/fibo-edit-1.5',
{
instruction:
'Change the color palette of the image to #014040, #02735E, #03A678, #F27405, and #731702',
images: [
'https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-cottonbro-3401900.jpg',
],
},
)
console.log(response)
```
```bash
curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \
--header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
--header "Content-Type: application/json" \
--data '{
"model": "bria/fibo-edit-1.5",
"input": {
"instruction": "Change the color palette of the image to #014040, #02735E, #03A678, #F27405, and #731702",
"images": [
"https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-cottonbro-3401900.jpg"
]
}
}'
```
```json
{
"state": "Completed",
"result": {
"image": "https://examples.aig.cloudflare.com/bria/fibo-edit-1.5/color-palette.png",
"seed": 3749705
}
}
```
## Examples
**Masked Edit** — Edit only the masked balloons: white areas of the mask are edited and black areas are kept. Adapted from Bria's docs.
```ts
const response = await env.AI.run(
'bria/fibo-edit-1.5',
{
instruction:
'Write PARTY on the balloons in a dark, playful font, using a different font for each balloon',
images: [
'https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-natalie-bond-320378-3371094.jpg',
],
mask: 'https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-natalie-bond-320378-3371094_mask.png',
},
)
console.log(response)
```
```bash
curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \
--header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
--header "Content-Type: application/json" \
--data '{
"model": "bria/fibo-edit-1.5",
"input": {
"instruction": "Write PARTY on the balloons in a dark, playful font, using a different font for each balloon",
"images": [
"https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-natalie-bond-320378-3371094.jpg"
],
"mask": "https://bria-datasets.s3.us-east-1.amazonaws.com/api_doc/fibo-edit/pexels-natalie-bond-320378-3371094_mask.png"
}
}'
```
```json
{
"state": "Completed",
"result": {
"image": "https://examples.aig.cloudflare.com/bria/fibo-edit-1.5/masked-edit.png",
"seed": 912468565
}
}
```
**Multi-Image Style Transfer** — Restyle the first image in the style of the second. Both inputs are Nano Banana catalog examples.
```ts
const response = await env.AI.run(
'bria/fibo-edit-1.5',
{
instruction:
'Redraw image 1 in the pixel art style of image 2. Keep the armchair, the sleeping cat, and the hanging plants.',
images: [
'https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/google__nano-banana/cozy-coffee-shop.png',
'https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/google__nano-banana/pixel-art-marketplace.png',
],
},
)
console.log(response)
```
```bash
curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \
--header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
--header "Content-Type: application/json" \
--data '{
"model": "bria/fibo-edit-1.5",
"input": {
"instruction": "Redraw image 1 in the pixel art style of image 2. Keep the armchair, the sleeping cat, and the hanging plants.",
"images": [
"https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/google__nano-banana/cozy-coffee-shop.png",
"https://pub-04a6d208d361438ea01b797e6973bd19.r2.dev/catalog/google__nano-banana/pixel-art-marketplace.png"
]
}
}'
```
```json
{
"state": "Completed",
"result": {
"image": "https://examples.aig.cloudflare.com/bria/fibo-edit-1.5/multi-image-style-transfer.png",
"seed": 1523838269
}
}
```
## Parameters
▶images\[]
`array`requiredminItems: 1maxItems: 4One to four input images, each a public URL or base64-encoded image data (a \`data:\` URI prefix is accepted). Refer to them in the instruction as "image 1", "image 2", and so on.
instruction
`string`minLength: 1Edit instruction in natural language. Provide this or \`structured\_instruction\`.
structured\_instruction
`string`minLength: 1Structured (VGL) edit instruction as a JSON string, as returned by a previous result. Provide this or \`instruction\`.
mask
`string`minLength: 1Black-and-white mask the same size as the input image, a public URL or base64-encoded image data (a \`data:\` URI prefix is accepted). White areas are edited and black areas are kept. Only allowed with a single input image.
aspect\_ratio
`string`enum: 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9Output aspect ratio. Defaults to the aspect ratio of the first input image.
seed
`integer`minimum: -9007199254740991maximum: 9007199254740991Seed for reproducible results.
output\_type
`string`enum: png, jpegOutput image format. Default png.
ip\_signal
`boolean`When true, the result carries a \`warning\` if the text input may reference IP-protected content. Default false.
prompt\_content\_moderation
`boolean`Reject the request if the instruction fails content moderation. Default true.
visual\_input\_content\_moderation
`boolean`Reject the request if an input image or the mask fails content moderation. Default true.
visual\_output\_content\_moderation
`boolean`Fail the request if the edited image fails content moderation. Default true.
image
`string`format: uriURL of the edited image. Bria hosts it for a limited time (3 days by default); download it to keep it.
seed
`integer`minimum: -9007199254740991maximum: 9007199254740991Seed used for this image.
structured\_instruction
`string`Structured (VGL) edit instruction used for this image, as a JSON string.
warning
`string`Present when \`ip\_signal\` flagged the instruction as possibly IP-protected.
## API Schemas (Raw)
Input [Open](https://developers.cloudflare.com/ai/models/bria/fibo-edit-1.5/schema-input.json) [Download](https://developers.cloudflare.com/ai/models/bria/fibo-edit-1.5/schema-input.json)
Output [Open](https://developers.cloudflare.com/ai/models/bria/fibo-edit-1.5/schema-output.json) [Download](https://developers.cloudflare.com/ai/models/bria/fibo-edit-1.5/schema-output.json)
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