awesome-gpt-image  by ZeroLu

A prompt engineering resource for advanced image generation

Created 3 weeks ago

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Project Summary

Summary

This repository, ZeroLu/awesome-gpt-image, serves as a curated collection of high-fidelity prompts and examples for OpenAI's GPT Image 2 model. It targets users, from researchers to power users, seeking to master prompt engineering and explore the creative potential of advanced image generation. By aggregating effective inputs from top creators on X (Twitter) and the community, it aims to unlock GPT Image 2's capabilities for photorealistic scenes, stylized aesthetics, and complex creative experiments, offering a valuable resource for prompt discovery and refinement.

How It Works

The repository itself functions as a categorized library of prompts, rather than a software tool. It highlights GPT Image 2's advancements over previous versions, including enhanced world knowledge, improved style understanding, precise prompt adherence, and superior photorealistic output. The curated prompts are designed to leverage these specific improvements across diverse categories such as photography, gaming, UI/UX, typography, and more, demonstrating practical applications and effective prompt structures.

Quick Start & Requirements

This is a collection of prompts and examples, not a software package requiring installation. Users need access to OpenAI's GPT Image 2 model. Relevant resources include:

  • OpenAI GPT Image Documentation
  • OpenAI API Reference

Highlighted Details

  • Features high-fidelity prompts sourced from X (Twitter) and the community.
  • Organized into categories: Photography & Photorealism, Game & Entertainment, UI/UX & Social Media, Video & Animation, Typography & Poster Design, Infographics & Documents, Character & Consistency, and Image Editing & Style Transfer.
  • Showcases GPT Image 2's enhanced capabilities in world knowledge, style replication, prompt adherence, and photorealism.
  • Provides numerous detailed prompt examples with source attributions for various creative and technical use cases.

Maintenance & Community

The repository encourages community contributions via Pull Requests, with guidelines for submitting prompts, source links, and example images. Users can share their work on X using #GPTImage2 and join discussions on prompt engineering. Special acknowledgment is given to the Chinese AI community, particularly "卡尔的AI沃茨 (Carl's AI Watts)," for providing test cases. The project is community-maintained and not affiliated with OpenAI.

Licensing & Compatibility

The project is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license permits commercial use and adaptation, provided proper attribution is given to the original creators and sources as specified within the repository.

Limitations & Caveats

As a curated list of prompts, the repository's utility is contingent on users' access to and proficiency with the GPT Image 2 model. Content is derived from internet sources and community submissions, with a mechanism for copyright removal requests. The project is community-driven and lacks official affiliation with OpenAI.

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13 hours ago

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1,048 stars in the last 26 days

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