# Flux 2 Lora Gallery

> Generates same object from different angles (azimuth/elevation)


## Overview

- **Endpoint**: `https://fal.run/fal-ai/flux-2-lora-gallery/multiple-angles`
- **Model ID**: `fal-ai/flux-2-lora-gallery/multiple-angles`
- **Category**: image-to-image
- **Kind**: inference
**Tags**: stylized, transform



## Pricing

- **Price**: $0.021 per processed megapixels

For more details, see [fal.ai pricing](https://fal.ai/pricing).

## API Information

This model can be used via our HTTP API or more conveniently via our client libraries.
See the input and output schema below, as well as the usage examples.


### Input Schema

The API accepts the following input parameters:


- **`image_urls`** (`list<string>`, _required_):
  The URL of the image to adjust camera angle for.
  - Array of string
  - Examples: ["https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"]

- **`horizontal_angle`** (`float`, _optional_):
  Horizontal rotation angle around the object in degrees. 0°=front view, 90°=right side, 180°=back view, 270°=left side, 360°=front view again.
  - Default: `0`
  - Range: `0` to `360`

- **`vertical_angle`** (`float`, _optional_):
  Vertical camera angle in degrees. 0°=eye-level shot, 30°=elevated shot, 60°=high-angle shot (looking down from above).
  - Default: `0`
  - Range: `0` to `60`

- **`zoom`** (`float`, _optional_):
  Camera zoom/distance. 0=wide shot (far away), 5=medium shot (normal), 10=close-up (very close). Default value: `5`
  - Default: `5`
  - Range: `0` to `10`

- **`image_size`** (`ImageSize | Enum`, _optional_):
  The size of the generated image. If not provided, the size of the input image will be used.
  - One of: ImageSize | Enum

- **`guidance_scale`** (`float`, _optional_):
  The CFG (Classifier Free Guidance) scale. Default value: `2.5`
  - Default: `2.5`
  - Range: `0` to `20`

- **`num_inference_steps`** (`integer`, _optional_):
  The number of inference steps to perform. Default value: `40`
  - Default: `40`
  - Range: `4` to `50`

- **`acceleration`** (`AccelerationEnum`, _optional_):
  Acceleration level for image generation. Default value: `"regular"`
  - Default: `"regular"`
  - Options: `"none"`, `"regular"`

- **`seed`** (`integer`, _optional_):
  Random seed for reproducibility.

- **`sync_mode`** (`boolean`, _optional_):
  If True, the media will be returned as a data URI.
  - Default: `false`

- **`enable_safety_checker`** (`boolean`, _optional_):
  Whether to enable the safety checker. Default value: `true`
  - Default: `true`

- **`output_format`** (`OutputFormatEnum`, _optional_):
  The format of the output image. Default value: `"png"`
  - Default: `"png"`
  - Options: `"png"`, `"jpeg"`, `"webp"`

- **`num_images`** (`integer`, _optional_):
  Number of images to generate. Default value: `1`
  - Default: `1`
  - Range: `1` to `4`

- **`lora_scale`** (`float`, _optional_):
  The strength of the multiple angles effect. Default value: `1`
  - Default: `1`
  - Range: `0` to `2`



**Required Parameters Example**:

```json
{
  "image_urls": [
    "https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"
  ]
}
```

**Full Example**:

```json
{
  "image_urls": [
    "https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"
  ],
  "zoom": 5,
  "guidance_scale": 2.5,
  "num_inference_steps": 40,
  "acceleration": "regular",
  "enable_safety_checker": true,
  "output_format": "png",
  "num_images": 1,
  "lora_scale": 1
}
```


### Output Schema

The API returns the following output format:

- **`images`** (`list<Image>`, _required_):
  The generated images with multiple camera angles
  - Array of Image
  - Examples: [{"url":"https://v3b.fal.media/files/b/0a848d46/EYFbhE4axwlNB3OSKfdre.png"}]

- **`seed`** (`integer`, _required_):
  The seed used for generation

- **`prompt`** (`string`, _required_):
  The prompt used for generation



**Example Response**:

```json
{
  "images": [
    {
      "url": "https://v3b.fal.media/files/b/0a848d46/EYFbhE4axwlNB3OSKfdre.png"
    }
  ],
  "prompt": ""
}
```


## Usage Examples

### cURL

```bash
curl --request POST \
  --url https://fal.run/fal-ai/flux-2-lora-gallery/multiple-angles \
  --header "Authorization: Key $FAL_KEY" \
  --header "Content-Type: application/json" \
  --data '{
     "image_urls": [
       "https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"
     ]
   }'
```

### Python

Ensure you have the Python client installed:

```bash
pip install fal-client
```

Then use the API client to make requests:

```python
import fal_client

def on_queue_update(update):
    if isinstance(update, fal_client.InProgress):
        for log in update.logs:
           print(log["message"])

result = fal_client.subscribe(
    "fal-ai/flux-2-lora-gallery/multiple-angles",
    arguments={
        "image_urls": ["https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"]
    },
    with_logs=True,
    on_queue_update=on_queue_update,
)
print(result)
```

### JavaScript

Ensure you have the JavaScript client installed:

```bash
npm install --save @fal-ai/client
```

Then use the API client to make requests:

```javascript
import { fal } from "@fal-ai/client";

const result = await fal.subscribe("fal-ai/flux-2-lora-gallery/multiple-angles", {
  input: {
    image_urls: ["https://v3.fal.media/files/monkey/i3saq4bAPXSIl08nZtq9P_ec535747aefc4e31943136a6d8587075.png"]
  },
  logs: true,
  onQueueUpdate: (update) => {
    if (update.status === "IN_PROGRESS") {
      update.logs.map((log) => log.message).forEach(console.log);
    }
  },
});
console.log(result.data);
console.log(result.requestId);
```


## Additional Resources

### Documentation

- [Model Playground](https://fal.ai/models/fal-ai/flux-2-lora-gallery/multiple-angles)
- [API Documentation](https://fal.ai/models/fal-ai/flux-2-lora-gallery/multiple-angles/api)
- [OpenAPI Schema](https://fal.ai/api/openapi/queue/openapi.json?endpoint_id=fal-ai/flux-2-lora-gallery/multiple-angles)

### fal.ai Platform

- [Platform Documentation](https://docs.fal.ai)
- [Python Client](https://docs.fal.ai/clients/python)
- [JavaScript Client](https://docs.fal.ai/clients/javascript)