GPT Image 2 is a versatile multi-modal AI image model that handles both generation and editing tasks. While Seedream 4.0 excels at photorealistic generation from prompts, GPT Image 2 is the go-to choice when you need to edit an uploaded photo — particularly for background removal, ID photo generation, and face-aware portrait retouching.
When to choose GPT Image 2
- You're uploading a photo and need to edit it (not just use it as style reference)
- Background removal with precise edge detection around hair, clothing, and accessories
- ID photo and passport photo generation from a casual portrait
- Portrait retouching that preserves identity and facial structure
- Product photo cleanup and background replacement with specific requirements
Background removal prompts
✦ Prompt templates
Remove the background completely. Output the subject on a pure white background. Preserve all hair strands and fine edges.
Replace the background with a clean cream gradient. Keep the product exactly as-is, maintain all shadows.
Isolate the person from the background. The person should be centered on a transparent background, suitable for compositing.
ID photo prompts
✦ Prompt templates
Standard passport photo. White background, front-facing portrait, shoulders visible, neutral expression, professional appearance. Document ready.
LinkedIn professional headshot. Light grey background, natural expression, business casual, sharp focus, good lighting.
US visa photo requirements: white background, full face visible, 2x2 inch standard, eyes open and forward, no glasses.
Portrait editing prompts
✦ Prompt templates
Natural portrait retouching. Preserve the subject's identity and skin tone. Soften background naturally. Reduce harsh shadows. Keep it photorealistic.
Clean up the portrait. Remove blemishes naturally. Keep skin texture realistic. Improve lighting balance without over-smoothing.
Tips specific to GPT Image 2
- Always upload a photo first for editing tasks
- For background removal, describe what you want in the NEW background, not just what to remove
- For ID photos, include the specific country standard (US, EU, Chinese, etc.)
- GPT Image 2 handles complex instructions better than Seedream — longer prompts work well here