Before After Image Editing Prompts：7 个可直接复制的 GPT Image 2 工作流

最好的 before after image editing prompts 会说明原图是什么、具体要改什么、哪些细节必须保持不变，以及如何判断结果是否合格。当你希望在 GPT Image 2 中得到明显变化，同时不丢失身份、构图、产品准确性或文字清晰度时，可以把下面的提示词作为可直接复制的起点。

多数效果较弱的编辑都会失败，因为提示词只写了 make it better、turn this into aesthetic 或 edit like this。更强的提示词会把编辑当作一份生产简报：编辑前状态、编辑后目标、锁定元素、编辑强度和输出用途。

你可以先在 GPT Image 2 prompt library 中使用这些示例，再到 GPT Image 2 workspace 中运行或改写它们。

Before/after 提示词公式

编辑现有图片时，使用这个结构：

Edit the provided image.

Before state:
[Describe what is currently visible: subject, pose, room, product, lighting, background, text, camera angle.]

After goal:
[Describe exactly what should change.]

Keep fixed:
[Identity, facial features, product shape, logo, camera angle, layout, hand position, clothing, text, proportions.]

Edit strength:
[Subtle / medium / dramatic], but preserve natural realism and avoid changing the core subject.

Output:
[Aspect ratio, crop, final use, quality bar.]

Quality check:
The final image should clearly show the change from before to after while keeping the locked details consistent.

Keep fixed 这一行最重要。它会告诉 GPT Image 2 哪些部分与身份或准确性强相关，不能被重新想象。

1. Before/after 分镜提示词

当你需要多个编辑阶段，而不是单张最终图时，可以使用分镜。这适合创意方向、装修规划、美颜修图、产品清理或客户审批提案。

Edit the provided image into a clean before/after storyboard.

Create a 3x2 storyboard grid:
Frame 1: original before state, kept close to the source image.
Frame 2: mark the main problems with subtle visual callouts.
Frame 3: intermediate edit with improved lighting and cleaner background.
Frame 4: final after edit with polished color, balanced contrast, and corrected distractions.
Frame 5: close-up detail showing the most important preserved feature.
Frame 6: final comparison panel labeled BEFORE and AFTER.

Keep fixed:
Do not change the subject identity, pose, product shape, logo, camera angle, or core composition.

Style:
Professional creative review board, clean editorial spacing, neutral labels, realistic image treatment.

Quality check:
The viewer should understand what changed, what stayed fixed, and why the final version is better.

为什么有效：这个提示词要求模型生成一个对比系统，而不只是让图片变得更好看。它会强制模型保留原始画面，同时展示编辑路径。

2. 人像 glow-up 提示词

这适用于真实的 before/after 人像编辑，而不是生成另一个人。

Edit the provided portrait photo.

After goal:
Create a polished but natural portrait glow-up. Improve skin texture gently, reduce harsh shadows, brighten the eyes slightly, clean small distractions, and add soft editorial lighting.

Keep fixed:
Keep the person's face shape, age, hairstyle, expression, clothing, pose, camera angle, and background structure. Do not change identity. Do not over-smooth skin.

Edit strength:
Medium polish with realistic texture.

Output:
Vertical portrait crop, high-resolution, natural color, suitable for a profile photo or editorial headshot.

Quality check:
The after image should look like the same photo after professional retouching, not a different person.

如果结果看起来太假，可以加上：preserve pores, natural asymmetry, and original facial proportions。

3. 背景替换提示词

背景编辑失败，通常是因为新场景忽略了原图光线。先把替换背景锚定到源图上。

Edit the provided image by replacing only the background.

Before state:
The subject is already correctly framed. The current background is distracting and should be replaced.

After goal:
Replace the background with a clean modern studio environment with soft depth, subtle shadows, and a calm premium color palette. Match the lighting direction and lens feel of the original subject.

Keep fixed:
Keep the subject, pose, edges, clothing, product details, facial features, and foreground shadows. Do not crop the subject differently.

Edit strength:
Dramatic background change, subtle subject integration.

Output:
Realistic final image, no cutout halo, no floating subject, no mismatched perspective.

Quality check:
The background should look newly designed, but the subject should still look photographed in the same scene.

用于电商时，把 modern studio environment 替换成具体的台面、墙面颜色、道具和品牌配色。

4. 产品 before/after 清理提示词

当产品图有灰尘、眩光、杂乱反射、褶皱包装或背景较弱时，可以使用这个提示词。

Edit the provided product image.

After goal:
Create a clean commercial product after image. Remove dust, scratches, clutter, harsh glare, and background distractions. Improve edge definition, label readability, reflections, and shadow quality.

Keep fixed:
Keep the exact product shape, logo, label text, packaging proportions, cap position, color identity, and camera angle. Do not invent new branding or change the product design.

Edit strength:
Medium cleanup. Make it look professionally shot, not artificially rebuilt.

Output:
Square ecommerce-ready product image with crisp focus, realistic studio lighting, and clean negative space.

Quality check:
The product must still match the original item exactly, with readable text and no hallucinated label changes.

如果文字发生变化，加入：treat all visible label text as locked artwork; preserve it exactly。

5. 版式转换提示词

有些编辑是几何结构上的。在这种情况下，提示词应该像生产指令，而不是风格请求。

Edit the provided packaging mockup into a flat before/after layout transformation.

After goal:
Convert the 3D packaging view into a clean 2D flattened dieline-style presentation. Show all panels, folds, tabs, and label areas in orthographic view.

Keep fixed:
Preserve the original artwork, colors, logo placement, ingredient text zones, panel order, and package proportions. Do not redesign the brand.

Edit strength:
Structural transformation only.

Output:
White background, precise edges, visible fold lines, no perspective distortion, readable panel layout.

Quality check:
The after image should explain the package structure clearly while preserving the original visual identity.

同样的模式也适用于把房间照片变成平面图概念、把网站截图变成线框图，或把海报样机变成可印刷的平面版式。

6. 房间改造提示词

房间编辑需要约束建筑结构。否则模型可能会移动窗户、门、层高或家具比例。

Edit the provided interior photo.

After goal:
Create a before/after room makeover with warmer lighting, cleaner styling, coordinated furniture, less clutter, and a more intentional color palette.

Keep fixed:
Keep the room architecture, window and door positions, ceiling height, floor plan, camera angle, major furniture footprint, and natural light direction.

Allowed changes:
Update decor, textiles, wall color, small furniture, plants, rugs, artwork, cable clutter, and lighting mood.

Edit strength:
Medium makeover. Do not make the room unrecognizable.

Output:
Realistic interior design after image, wide-angle room photo, natural shadows, no warped furniture.

Quality check:
The after image should feel like the same room professionally styled, not a different property.

7. 审美社交图编辑提示词

这是常见 ChatGPT photo editing prompts for girl 搜索模式的更安全版本：它提升风格，但不改变身份或身体形态。

Edit the provided lifestyle photo.

After goal:
Create an aesthetic social-media-ready edit with cohesive color grading, cleaner background distractions, soft natural light, gentle contrast, and a polished editorial mood.

Keep fixed:
Keep the person's identity, face, body proportions, outfit, pose, expression, and scene logic. Do not reshape the body, change age, or alter facial features.

Style direction:
Choose one: clean minimal, soft film, warm golden hour, cool city night, fresh outdoor lifestyle, or premium editorial.

Edit strength:
Subtle to medium. Preserve realism.

Output:
High-resolution vertical image for social posting, natural skin texture, clean composition.

Quality check:
The after image should look like careful color grading and cleanup, not a synthetic replacement.

Before/after 失败修复

问题	在提示词中加入这一行
人物身份发生变化	Preserve identity, facial proportions, age, expression, and hairstyle exactly.
产品标签发生变化	Treat all logo and label text as locked artwork; do not rewrite or invent text.
编辑太不明显	Make the before/after difference clearly visible while keeping the locked elements unchanged.
编辑太夸张	Reduce the edit strength; keep the result realistic and close to the source image.
背景看起来像贴上去的	Match the original lighting direction, shadow softness, perspective, and lens depth.
版式变形	Use orthographic alignment where relevant; preserve proportions and straight edges.

快速复制粘贴提示词

需要快速出图时，使用这个精简版本：

Edit the provided image into a clear before/after result.

Change:
[Describe the after state.]

Keep unchanged:
[List identity, product details, pose, camera angle, text, layout, architecture, or anything else that must stay fixed.]

Style:
[Realistic / editorial / ecommerce / interior design / social aesthetic / technical layout.]

Strength:
[Subtle / medium / dramatic.]

Quality check:
The final image must clearly show the requested improvement while preserving the locked details from the original image.

FAQ

What should I include in before after image editing prompts?

需要包含当前的 before 状态、期望的 after 状态、锁定细节、编辑强度、输出格式和质量检查。在编辑人物、产品、房间和品牌资产时，锁定细节是最重要的部分。

Can I use these as free photo editor prompts?

可以。这些提示词都是纯文本，所以可以复制到具备图片编辑能力的模型中使用。如果你需要 GPT Image 2 示例和提示词模式，可以从 GPT Image 2 prompts library 开始。

What is the best ChatGPT photo editing prompt text?

最好的提示词会同时明确“要改变什么”和“要保留什么”。不要只写 make this photo aesthetic，而是写清楚哪些内容应该改变、哪些内容必须固定，以及编辑强度应该有多大。

How do I make before/after edits look realistic?

保持相机角度、光线方向、阴影、身份和比例一致。先要求中等强度的编辑；如果结果太不明显，再逐步提高变化幅度。

Should I ask for a split-screen before/after image?

当对比图本身就是交付物时，使用 split-screen。如果你只需要最终编辑后的素材，就要求输出 after image，并加入一个和原图对照的质量检查。