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Imagen 4 Preview

Google DeepMind’s Imagen 4 generates 2K resolution images from text prompts, supporting diverse styles like landscapes and illustrations, with clear text for posters and comics.

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Text to Speech

Javascript

Python

                                        const main = async () => {
  const response = await fetch('https://api.ai.cc/v1/images/generations', {
    method: 'POST',
    headers: {
      Authorization: 'Bearer ',
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({
      model: 'google/imagen4/preview',
      prompt: 'A jellyfish in the ocean',
    }),
  }).then((res) => res.json());

  console.log('Generation:', response);
};

main();

                                        import requests


def main():
    response = requests.post(
        "https://api.ai.cc/v1/images/generations",
        headers={
            "Authorization": "Bearer ",
            "Content-Type": "application/json",
        },
        json={
            "model": "google/imagen4/preview",
            "prompt": "A jellyfish in the ocean",
        },
    )

    response.raise_for_status()
    data = response.json()

    print("Generation:", data)


if __name__ == "__main__":
    main()

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Imagen 4 Preview

Product Detail

Imagen 4 is Google's cutting-edge text-to-image AI model, designed to convert textual descriptions into stunning 2K resolution images. Unveiled at I/O 2025, this advanced model significantly enhances the capabilities of its predecessors, offering unparalleled detail, speed, and creative flexibility. It's engineered to handle fine elements like fabrics and water droplets, support diverse artistic styles, and render clear, legible text for various applications.

✨ Core Capabilities & Technical Prowess

✅ High-Resolution Output: Generates images at a sharp 2K resolution, capturing intricate details with remarkable clarity.
💧 Unrivaled Detail: Excels in rendering complex textures and fine elements, such as realistic water droplets, delicate fabrics, and nuanced animal fur.
🎨 Diverse Artistic Styles: Supports a broad spectrum of visual styles, from photorealistic landscapes to vibrant illustrations.
✍️ Precise Text Rendering: Accurately renders legible text with correct spelling for posters, comics, and presentation slides.
🎯 Superior Prompt Following: Demonstrates advanced adherence to user prompts for specific styles or angles.
🚀 Enhanced Speed: Outperforms Imagen 3 in generation speed, with a future variant projected to be 10 times faster.
🔒 AI Watermarking (SynthID): Integrates SynthID watermarks to identify AI-generated images, promoting transparency.

📊 Performance Benchmarks

🏆 Human Evaluation Scores: Earned high Elo scores and win rates on GenAI-Bench in comprehensive human evaluations.
📈 Quality & Detail Improvements: Reports from I/O 2025 confirm Imagen 4's superior performance over Imagen 3 in image quality, detail, and text rendering.

Imagen 4 Comparison: A visual representation of performance metrics.

Elo Scores: Detailed breakdown of human evaluation results.

🚫 Important Limitations

🛑 Content Guidelines: Restricted by Google’s guidelines against harmful or misleading content, ensuring responsible AI use.
🔍 Prompt Clarity: May falter with vague or conflicting prompts; clear and specific input is essential for optimal results.

💡 Practical Use Cases

🖼️ Marketing & Social Media: Design eye-catching posters or social media visuals with precise text and styles.
🖥️ Product & UI Design: Create realistic mockups for products or user interface designs.
🎨 Artistic & Creative Projects: Generate images for diverse artistic endeavors or marketing campaigns.
📚 Content Creation: Produce custom images for blogs, articles, presentations, and comics, enhancing visual storytelling.

🔌 API Integration & Parameters

Imagen 4 is accessible via the AI/ML API, offering developers a robust interface for seamless integration into their applications.

Key API Parameters:

➡️ `prompt` [str]: The text description outlining the desired content, style, or composition of the image to be generated.
🔢 `num_images` [int]: Specifies the number of images to generate (e.g., 1-4).
🌱 `seed` [int]: An optional parameter for the random seed, useful for reproducing specific generation results.
↔️ `aspect_ratio` [1:1, 9:16, 16:9, 3:4, 4:3]: Defines the aspect ratio for the output image.
❌ `negative_prompt` [str]: A description of elements or styles to explicitly avoid in the generated image, refining the output.

For comprehensive API documentation and code samples, please refer to the official API references: Imagen 4 Preview Documentation.

❓ Frequently Asked Questions (FAQ)

Q1: What is Imagen 4?
A1: Imagen 4 is Google's latest text-to-image AI model, capable of generating high-resolution (2K) images from textual descriptions, featuring advanced detail rendering and style versatility.
Q2: How does Imagen 4 compare to Imagen 3?
A2: Imagen 4 surpasses Imagen 3 in terms of image quality, detail fidelity, text rendering accuracy, and generation speed, with a planned variant offering 10x faster performance.
Q3: Can Imagen 4 generate text accurately within images?
A3: Yes, one of Imagen 4's key strengths is its ability to render legible text with accurate spelling, making it ideal for creating posters, comics, and slides.
Q4: Does Imagen 4 have any content restrictions?
A4: Yes, Imagen 4 adheres to Google’s strict content guidelines, preventing the generation of harmful or misleading content to ensure responsible AI use.
Q5: How can developers integrate Imagen 4 into their applications?
A5: Imagen 4 is accessible via the AI/ML API, with detailed documentation and parameters available for seamless integration into various software solutions.

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