image-generation

Create Stunning Custom Images with Lacoste Cognitive Actions

25 Apr 2025
Create Stunning Custom Images with Lacoste Cognitive Actions

In the digital age, visual content is more important than ever. Whether you're enhancing marketing materials, generating unique artwork, or creating personalized graphics, the ability to produce high-quality images quickly and efficiently is crucial. The Lacoste Cognitive Actions offer powerful capabilities for generating enhanced images using advanced inpainting and transformation techniques. These actions empower developers to create tailored outputs by customizing various parameters, ensuring that each image meets their specific needs.

With Lacoste, you can generate images that not only look stunning but also resonate with your target audience. Common use cases include creating promotional graphics for events, designing unique product images, or even generating art for social media campaigns. The flexibility to manipulate image dimensions, aspect ratios, and other specific parameters means that developers can easily integrate these actions into their existing workflows, resulting in a streamlined creative process.

Prerequisites

To get started with Lacoste Cognitive Actions, you'll need an API key and a basic understanding of making API calls. This will allow you to leverage the full potential of the image generation capabilities.

Generate Enhanced Image with Custom Parameters

This action allows you to create high-quality customized images by utilizing image inpainting and transformation techniques. It solves the problem of needing images that are not only visually appealing but also tailored to specific requirements.

Input Requirements

The input for this action is a structured object that requires a prompt to describe the desired image. Additional parameters include:

  • mask: An image mask for inpainting (optional).
  • seed: A random seed for reproducibility (optional).
  • image: An existing image for transformation (optional).
  • model: Choose between 'dev' or 'schnell' for different performance characteristics.
  • width and height: Define the dimensions of the generated image (if not using a custom aspect ratio).
  • aspectRatio: Set the desired aspect ratio for the image.
  • numOutputs: Specify how many images to generate.

Expected Output

The output will be a list of generated image URLs in the specified format (e.g., webp, jpg, png). The images will reflect the input parameters and prompt provided.

Use Cases for this specific action

  • Marketing Campaigns: Generate eye-catching images tailored for specific promotions or products.
  • Social Media Content: Create unique visuals that stand out in crowded feeds.
  • Personalized Gifts: Design custom images based on user input or preferences, perfect for e-commerce applications.
  • Art and Design Projects: Produce original artwork or graphics that require precise control over style and composition.
import requests
import json

# Replace with your actual Cognitive Actions API key and endpoint
# Ensure your environment securely handles the API key
COGNITIVE_ACTIONS_API_KEY = "YOUR_COGNITIVE_ACTIONS_API_KEY"
# This endpoint URL is hypothetical and should be documented for users
COGNITIVE_ACTIONS_EXECUTE_URL = "https://api.cognitiveactions.com/actions/execute"

action_id = "0c0bf5dc-5fa8-446a-885a-a8cc2a5e2ad2" # Action ID for: Generate Enhanced Image with Custom Parameters

# Construct the exact input payload based on the action's requirements
# This example uses the predefined example_input for this action:
payload = {
  "model": "dev",
  "prompt": "Detailed HQ close-up photo of an elegant, rich, friendly looking, athletic older mediterannean man with grey hair attending a tennis match at Wimbledon, wearing a white longsleeve LACOSTEEE polo with the LACOSTEEE crocodile logo clearly visible",
  "loraScale": 0.8,
  "numOutputs": 2,
  "aspectRatio": "1:1",
  "outputFormat": "webp",
  "guidanceScale": 3.5,
  "outputQuality": 90,
  "extraLoraScale": 1,
  "promptStrength": 0.8,
  "numInferenceSteps": 20
}

headers = {
    "Authorization": f"Bearer {COGNITIVE_ACTIONS_API_KEY}",
    "Content-Type": "application/json",
    # Add any other required headers for the Cognitive Actions API
}

# Prepare the request body for the hypothetical execution endpoint
request_body = {
    "action_id": action_id,
    "inputs": payload
}

print(f"--- Calling Cognitive Action: {action.name or action_id} ---")
print(f"Endpoint: {COGNITIVE_ACTIONS_EXECUTE_URL}")
print(f"Action ID: {action_id}")
print("Payload being sent:")
print(json.dumps(request_body, indent=2))
print("------------------------------------------------")

try:
    response = requests.post(
        COGNITIVE_ACTIONS_EXECUTE_URL,
        headers=headers,
        json=request_body
    )
    response.raise_for_status() # Raise an exception for bad status codes (4xx or 5xx)

    result = response.json()
    print("Action executed successfully. Result:")
    print(json.dumps(result, indent=2))

except requests.exceptions.RequestException as e:
    print(f"Error executing action {action_id}: {e}")
    if e.response is not None:
        print(f"Response status: {e.response.status_code}")
        try:
            print(f"Response body: {e.response.json()}")
        except json.JSONDecodeError:
            print(f"Response body (non-JSON): {e.response.text}")
    print("------------------------------------------------")

Conclusion

The Lacoste Cognitive Actions provide developers with the tools to create stunning, customized images quickly and efficiently. By leveraging these capabilities, you can enhance your projects with high-quality visuals that meet specific requirements. Whether for marketing, personal projects, or social media, the ability to generate tailored images opens up a world of creative possibilities. Start integrating Lacoste into your workflow today and take your image generation to the next level!

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