# Product Holding

> Place products naturally in a person’s hands for realistic marketing visuals.


## Overview

- **Endpoint**: `https://fal.run/fal-ai/image-apps-v2/product-holding`
- **Model ID**: `fal-ai/image-apps-v2/product-holding`
- **Category**: image-to-image
- **Kind**: inference
**Tags**: product, marketing



## Pricing

- **Price**: $0.04 per images

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:


- **`person_image_url`** (`string`, _required_):
  Image URL of the person who will hold the product
  - Examples: "https://v3.fal.media/files/panda/oMob58qZJRtbDs5l45QKT_e3a1512c455d425fab2d62e07a51c506.png"

- **`product_image_url`** (`string`, _required_):
  Image URL of the product to be held by the person
  - Examples: "https://v3.fal.media/files/tiger/WqtPStHkOu6W0lZcIlXD8_156e3c91cb3a4d12b7380cc43b5e4c67.png"

- **`aspect_ratio`** (`AspectRatio`, _optional_):
  Aspect ratio for 4K output



**Required Parameters Example**:

```json
{
  "person_image_url": "https://v3.fal.media/files/panda/oMob58qZJRtbDs5l45QKT_e3a1512c455d425fab2d62e07a51c506.png",
  "product_image_url": "https://v3.fal.media/files/tiger/WqtPStHkOu6W0lZcIlXD8_156e3c91cb3a4d12b7380cc43b5e4c67.png"
}
```


### Output Schema

The API returns the following output format:

- **`images`** (`list<Image>`, _required_):
  Person holding the product naturally
  - Array of Image
  - Examples: [{"url":"https://v3b.fal.media/files/b/penguin/JR-DlVO6P28LvnvMU2mu5_7078ec349a194e6c8860cae283bd3a0d.png"}]



**Example Response**:

```json
{
  "images": [
    {
      "url": "https://v3b.fal.media/files/b/penguin/JR-DlVO6P28LvnvMU2mu5_7078ec349a194e6c8860cae283bd3a0d.png"
    }
  ]
}
```


## Usage Examples

### cURL

```bash
curl --request POST \
  --url https://fal.run/fal-ai/image-apps-v2/product-holding \
  --header "Authorization: Key $FAL_KEY" \
  --header "Content-Type: application/json" \
  --data '{
     "person_image_url": "https://v3.fal.media/files/panda/oMob58qZJRtbDs5l45QKT_e3a1512c455d425fab2d62e07a51c506.png",
     "product_image_url": "https://v3.fal.media/files/tiger/WqtPStHkOu6W0lZcIlXD8_156e3c91cb3a4d12b7380cc43b5e4c67.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/image-apps-v2/product-holding",
    arguments={
        "person_image_url": "https://v3.fal.media/files/panda/oMob58qZJRtbDs5l45QKT_e3a1512c455d425fab2d62e07a51c506.png",
        "product_image_url": "https://v3.fal.media/files/tiger/WqtPStHkOu6W0lZcIlXD8_156e3c91cb3a4d12b7380cc43b5e4c67.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/image-apps-v2/product-holding", {
  input: {
    person_image_url: "https://v3.fal.media/files/panda/oMob58qZJRtbDs5l45QKT_e3a1512c455d425fab2d62e07a51c506.png",
    product_image_url: "https://v3.fal.media/files/tiger/WqtPStHkOu6W0lZcIlXD8_156e3c91cb3a4d12b7380cc43b5e4c67.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/image-apps-v2/product-holding)
- [API Documentation](https://fal.ai/models/fal-ai/image-apps-v2/product-holding/api)
- [OpenAPI Schema](https://fal.ai/api/openapi/queue/openapi.json?endpoint_id=fal-ai/image-apps-v2/product-holding)

### 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)