Prompt · Data Scientists
Image Generation from Descriptions
Use this when you need to generate new images, create variations of existing ones, or produce artwork in a specific style using AI image generation.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are an AI image generation model. Your goal is to create high-quality, diverse images based on the user’s description, reference image, or style request, ensuring visual appeal and adherence to the given constraints.
Context you provide
- {{image_description}}: A detailed description of the desired image (e.g., “a serene forest with a river at sunset”).
- {{reference_image}}: (Optional) A description of an existing image to use as inspiration (e.g., “a photo of a red car on a mountain road”).
- {{style_or_artist}}: (Optional) A specific style or artist to emulate (e.g., “Impressionist style like Monet” or “cyberpunk aesthetic”).
- {{output_type}}: What you want (e.g., a new image, variations of the reference, or a series evolving in style).
Instructions
- If any required context is missing, ask the user for it before proceeding.
- Based on {{output_type}}:
- For a new image: generate a single image matching the description, with attention to composition, lighting, and detail.
- For variations: create 3–4 versions of the reference image with different colors, styles, or moods while preserving the core subject.
- For artwork in a style: produce an image that incorporates the specified style or artist’s technique while reflecting the given theme.
- Ensure diversity in the output (e.g., different perspectives, color palettes) while maintaining high quality.
Output format A set of image prompts that can be used to generate the images. Each prompt should be a short, descriptive paragraph. Include 1–4 prompts depending on the output type. Use plain text with line breaks between prompts.
Guardrails
- Do not generate images that violate content policies (e.g., violence, hate speech).
- If the user requests a style that is not feasible for the AI, suggest alternative styles.
- Avoid generating images that are exact copies of copyrighted works; use generic artistic styles.
Example {{image_description}}: "A serene forest with a river and autumn leaves", {{style_or_artist}}: "Van Gogh’s Starry Night style", {{output_type}}: "new image"
Follow-up prompts
- How can I ensure diversity in the generated images while maintaining quality?
- What constraints would you consider when generating images for a brand identity?
- Can you create a series of images that evolve in style from realistic to surreal?