AI Flat-Lay Tryon

Create stunning virtual flat-lay try-ons for fashion and accessories using advanced AI models.

If you're looking for an API, here is a sample code in NodeJS to help you out.

const axios = require('axios');
   
   const api_key = "YOUR API KEY";
   const url = "https://api.segmind.com/workflows/68249d5cbb2d5d8c355dbfe1-v1";
   const data = {
     prompt: "the user input string",
      cloth_image: "publicly accessible image link"
   };
    
   axios.post(url, data, {
     headers: {
       'x-api-key': api_key,
       'Content-Type': 'application/json'
     }
   }).then((response) => {
     console.log(response.data);
   });

Response

application/json

{
  "poll_url": "<base_url>/requests/<some_request_id>",
  "request_id": "some_request_id",
  "status": "QUEUED"
}

You can poll the above link to get the status and output of your request.

Response

application/json

1
2
3

{
  "image_output": "image in URL Format"
}

Attributes

promptstr*

cloth_imageimage*

To keep track of your credit usage, you can inspect the response headers of each API call. The x-remaining-credits property will indicate the number of remaining credits in your account. Ensure you monitor this value to avoid any disruptions in your API usage.

1. Overview

The AI Flat-Lay Tryon Creator workflow is designed to simplify the process of creating virtual try-ons through stylized, flat-lay action figure representations of fashion and accessories. It leverages advanced AI models such as GPT-4o and GPT-Image-1 Edit to transform textual prompts into detailed image prompts and subsequently into high-quality visual assets. This workflow is particularly beneficial for marketers and eCommerce professionals seeking to enhance product presentation without extensive manual labor. By harnessing the efficiency of multimodal models, it offers significant value in terms of scalable content generation and reduction of time to market. ---

2. Key Features

Text to Image Prompt Generation: Utilizes the GPT-4o model to convert textual descriptions into detailed image prompts tailored for toy action figure visualization.
AI-Powered Image Editing: Implements GPT-Image-1 Edit to create and edit high-definition images based on the generated prompts, simulating a flat-lay of the described outfits and accessories.
End-to-End Automation: Integrates multiple steps from text prompt input to final image output, minimizing the need for manual intervention.
Efficient Workflow: Leverages intelligent model selection to ensure fast processing and high-quality results, providing a seamless user experience.
Cost-Efficient Production: Reduces the necessity for physical photo shoots, using AI to simulate realistic product images.
Customizable Outputs: Offers options for selecting image resolution and quality, tailoring the output to specific use cases.

3. Use Cases

eCommerce Product Listings In the eCommerce space, this workflow can be used to create engaging product images without the need for physical inventory. By allowing virtual flat-lay try-ons, businesses can display outfits with impressive visual appeal to enhance consumer engagement and conversion rates. Marketing Campaigns Marketers can leverage this technology to rapidly prototype and iterate different visual concepts for marketing materials, saving both time and resources in the process of campaign development. Social Media Content Creation Influencers and social media managers can create captivating content with flat-lay character setups, driving higher interaction rates by visually storytelling through distinctive virtual representations of products. Fashion Brand Showcases Fashion brands can utilize this tool to showcase new lines or seasonal outfits on digital platforms, offering a virtual try-on experience that intrigues potential buyers and encourages exploration of the brand’s catalog. Creative Asset Development Design teams in creative agencies can use AI-generated visuals for brainstorming and client presentations, accessing an expansive array of visual setups without deploying a full design team, effectively speeding up project timelines. --- This AI workflow stands to revolutionize how visual assets are produced in the fashion and retail sectors, offering scalable, cost-effective solutions for modern digital marketing needs."

Models Used in the Pixelflow

gpt-image-1-edit

Edit and compose images using natural language with GPT Image 1 Edit, OpenAI’s powerful inpainting and multi-reference editing model. Perfect for marketing visuals, product updates, and creative asset generation.