Name: Try-On Refiner – AI Clothing Visuals | Free · $20/mo | API.market
Brand: ailabtools
SKU: api-ailabtools-try-on-clothes-refiner
Availability: InStock
Rating: 5.00 (2 reviews)
Author: API Market

# 👗✨Try on Clothes Refiner API

The Try on Clothes Refiner API enhances the virtual try-on results generated by the initial Try on Clothes API. By refining the coarse output image along with the model and garment images, this API produces a more polished and realistic virtual try-on visualization. The process is handled asynchronously, ensuring smooth integration into your application workflow.

## Image Example 
<div align="center">

<table style="margin: 0 auto;">
  <thead>
    <tr>
      <th style="text-align: center;">ORIGINAL IMAGE</th>
      <th style="text-align: center;">CLOTHING IMAGE</th>
      <th style="text-align: center;">TRY ON CLOTHINGS IMAGE</th>
      <th style="text-align: center;">RESULT IMAGE</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td style="text-align: center;">
        <img loading="lazy" src="https://ai-resource.ailabtools.com/try-on-clothes-refiner/doc/OriginalImage-1.webp" alt="ORIGINAL IMAGE" class="img_ev3q medium-zoom-image">
      </td>
      <td style="text-align: center;">
        <img loading="lazy" src="https://ai-resource.ailabtools.com/try-on-clothes-refiner/doc/suit-1.webp" alt="CLOTHING IMAGE" class="img_ev3q medium-zoom-image">
      </td>
      <td style="text-align: center;">
        <img loading="lazy" src="https://ai-resource.ailabtools.com/try-on-clothes-refiner/doc/TryOnClothesResultImage-1.webp" alt="TRY ON CLOTHINGS IMAGE" class="img_ev3q medium-zoom-image">
      </td>
      <td style="text-align: center;">
        <img loading="lazy" src="https://ai-resource.ailabtools.com/try-on-clothes-refiner/doc/ResultImage-1.webp" alt="RESULT IMAGE" class="img_ev3q medium-zoom-image">
      </td>
    </tr>
  </tbody>
</table>

</div>

## Features
- **Image Refinement:** Improves the integration of clothing onto the model for a more natural appearance.
- **Asynchronous Processing:** Returns a task ID for later result retrieval, allowing non-blocking requests.
- **Gender-Specific Output:** Adjusts refinements based on the model’s gender, ensuring tailored visual results.
- **Flexible Garment Support:** Processes top garment images and optionally refines bottom garment overlays when provided.

## Use-Cases
- **E-Commerce Virtual Fitting Rooms:** Enhance try-on visuals to provide customers with a realistic preview of clothing.
- **Fashion & Styling Applications:** Refine virtual try-on images for digital catalogs and personalized styling recommendations.
- **Digital Wardrobe Tools:** Improve the quality of initial try-on outputs for more accurate outfit simulations and fashion presentations.

## API Documentation

### Endpoint

```bash
curl -X 'POST' \
  'https://prod.api.market/api/v1/ailabtools/try-on-clothes/portrait/editing/try-on-clothes' \
  -H 'accept: application/json' \
  -H 'x-magicapi-key: <YOUR API MARKET KEY>' \
  -H 'Content-Type: multipart/form-data' \
  -F 'task_type=async' \
  -F 'clothes_type=upper_body'
```
### Request

#### Image Requirements
- **Formats:** JPG, JPEG, PNG, BMP
- **Max File Size:** 5 MB
- **Resolution:** Greater than 150×150 px and smaller than 4096×4096 px
- **Pose:** Full-body front view with hands fully visible; avoid exaggerated gestures such as wide openings or crossing arms.

#### Request Body Fields

| Field            | Required | Type   | Options            | Description                                                                                                     |
|------------------|:--------:|--------|--------------------|-----------------------------------------------------------------------------------------------------------------|
| `task_type`      | Yes      | string | `async`            | Indicates that the task is processed asynchronously.                                                          |
| `person_image`   | Yes      | file   | —                  | Model image used for the initial Try on Clothes process.                                                       |
| `top_garment`    | Yes      | file   | —                  | Top clothing image used in the initial try-on process.                                                          |
| `coarse_image`   | Yes      | file   | —                  | Preliminary try-on result image that requires refinement.                                                       |
| `gender`         | Yes      | string | `woman`, `man`     | Gender of the model in the portrait image. Determines specific refinement adjustments.                         |
| `bottom_garment` | No       | file   | —                  | (Optional) Bottom clothing image from the initial try-on process. Use when applicable; otherwise, leave empty.     |


#### Example Response
```json
{
  "task_type": "async",
  "task_id": "string",
  "request_id": "string",
  "log_id": "string",
  "error_code": 0,
  "error_detail": {
    "status_code": 0,
    "code": "string",
    "code_message": "string",
    "message": "string"
  },
  "error_msg": "string"
}
```


## Status Codes & Error Handling

| Field        | Description                                                                                   |
|--------------|-----------------------------------------------------------------------------------------------|
| `error_code` | `0` indicates success; any non-zero value represents a specific error (e.g., invalid input, file size/format issues). |
| `error_msg`  | Provides a brief description of the error if one occurs.                                      |
| `status_code`| Reflects standard HTTP status codes (e.g., `200` for success, `400` for bad requests). Use this in conjunction with `error_code` for debugging. |

## SEO Keywords
try on clothes refiner API, virtual try-on refinement, asynchronous clothing try-on, image refinement API, digital wardrobe enhancement, virtual fitting room improvement, fashion tech API, try on clothes enhancement

Refine virtual try-on images into ultra-realistic visuals. Asynchronous processing. Free 5 calls/mo, from $19.9/mo. Try it free on API.market.

Try-On Refiner – AI Clothing Visuals | Free · $20/mo | API.market

BASIC

AILabTools

ULTRA

MEGA

Elevate your Try-On experience with advanced AI, creating ultra-realistic visuals with precise details and vibrant colors for a truly immersive, lifelike fit.