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Revolutionizing E-commerce Design: Alibaba's AIGC Approach to Creating Product Images

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本文探讨了如何利用AIGC技术快速生成电商主图,结合阿里健康设计的实战案例,介绍了AI在电商设计中的应用,提供了具体的生成方法和技巧,旨在帮助设计师和电商运营者提高工作效率,降低创作门槛。
  • main points
  • unique insights
  • practical applications
  • key topics
  • key insights
  • learning outcomes
  • main points

    • 1
      提供具体的AI生成电商主图的步骤和方法
    • 2
      结合实际案例,展示AI在电商设计中的应用
    • 3
      强调AI技术对设计效率和创意的提升
  • unique insights

    • 1
      通过AI生成设计可以快速满足电商的场景化需求
    • 2
      AI辅助设计能够提升产品摄影的创造性和效率
  • practical applications

    • 文章提供了实用的AI生成设计技巧,适合电商设计师和运营者参考,能够有效提高工作效率和创作质量。
  • key topics

    • 1
      AIGC技术在电商设计中的应用
    • 2
      AI生成电商主图的步骤
    • 3
      电商产品摄影的AI辅助方法
  • key insights

    • 1
      结合阿里健康设计的实战案例,提供真实的应用场景
    • 2
      详细的生成步骤和提示词结构,易于理解和操作
    • 3
      强调AI在提升设计效率和创意方面的潜力
  • learning outcomes

    • 1
      掌握AIGC生成电商主图的具体方法
    • 2
      理解AI在电商设计中的应用潜力
    • 3
      提升设计效率和创意能力
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Introduction to AI in Commercial Design

In the digital age, artificial intelligence has revolutionized the way designers create content. AI-generated designs can quickly produce brand-aligned advertising materials, stunning product photography, and eye-catching e-commerce main images. This article explores how AIGC (AI-generated content) can be leveraged to create compelling product visuals, with a focus on the pharmaceutical e-commerce sector.

Traditional TVC and Product Photography Process

Traditionally, creating a television commercial (TVC) or product photograph involves extensive preparation, including planning, creative conceptualization, prop selection, set design, photography equipment setup, lighting, and post-production editing. This process often requires a team of skilled professionals or a versatile photographer. Similarly, e-commerce product photography aims to showcase a product's features and appeal to potential buyers. With the introduction of AI, this process can be streamlined and enhanced.

AI-Assisted Image Generation Methods

Two primary methods for AI-assisted image generation are discussed: 1. Using Midjourney's /describe command for generating complex scene images without specific products. 2. Utilizing Midjourney's /imagine command to create images with specific products. The article provides step-by-step instructions on how to use these commands effectively, including tips on prompt engineering and parameter adjustments to achieve desired results.

Practical Case Study: Women's Health Products

A detailed case study is presented, focusing on creating main images for women's health products. The process involves: 1. Using ChatGPT to generate relevant keywords and creative ideas. 2. Refining prompts based on product information and AI suggestions. 3. Collecting reference images for style guidance. 4. Generating images using Midjourney with carefully crafted prompts. 5. Fine-tuning results through multiple iterations. The article showcases examples of generated images and explains how to adapt the process for different products and scenarios.

Tips for Optimizing AI-Generated Images

To enhance the quality and realism of AI-generated images, the article suggests: 1. Using image prompts (seed images) to maintain style consistency. 2. Incorporating specific camera and lighting terminology in prompts. 3. Adjusting parameters such as aspect ratio, quality, and stylization. 4. Utilizing Stable Diffusion for post-processing and improving image integration. 5. Paying attention to shadow and lighting details for a more photorealistic appearance.

Conclusion and Future Prospects

The article concludes by emphasizing the rapid development of AI in design and its potential to significantly reduce production time and costs. It encourages designers to embrace these tools as essential skills for the future, while also noting that the field is constantly evolving with new solutions emerging regularly. The author invites readers to stay updated on AI developments in design through the Alibaba Health Design WeChat public account.

 Original link: https://www.uisdc.com/aigc-29

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