Edit boundary
Mask only the broken area so the repair does not redesign a product that was already correct.
修复 AI 产品图中的标签漂移、Logo 变形、边缘破损和包装细节错误
修复 AI 产品图细节时,应先定位最小错误区域,只修复变形标签、破损边缘、错误阴影或材质瑕疵。修复后逐项对照真实产品图,确认没有改写标签、Logo、颜色和功效声明。
当图片已经接近可用,但产品事实出错时,局部修复通常比整图重生成更安全,也更省时间。
适合画面整体可用,但一处或几处产品细节不可信的情况。优先遮罩最小区域,不要重新设计整个包装。
从一张接近可用的产品图中,修复最小错误区域,让产品重新变得可信。
inpainting, masking
修复结果必须和真实产品一致,尤其是标签、Logo、材质、颜色、边缘和声明。
Product image: generated bottle 视觉 使用 warped label edge
Issue to fix: distorted 标签文字 和 uneven cap 形状
Must preserve: composition, lighting, product 颜色, 材质
Edit scope: repair only the broken areas
Do not change: 声明, logo, flavor, size, 或 packaging structure
清楚标出要修复的位置,例如标签文字、瓶盖边缘、包装折线、阴影或反射。
Skill: 修复 AI 产品图细节
场景: 修复与编辑 / 修复 failures
输入: 需要修复的产品图
输出: 通过产品保真检查的修复版产品图
Tools: ComfyUI inpainting, GPT Image 2, SAM
Example 输入: Product image: generated bottle 视觉 使用 warped label edge
Issue to fix: distorted 标签文字 和 uneven cap 形状
Must preserve: composition, lighting, product 颜色, 材质
Edit scope: repair only the broken areas
Do not change: 声明, logo, flavor, size, 或 packaging structure
质量检查: the result must match the promised 输出 和 preserve the user intent.
使用 this 工作流 to fix repaired 产品图 issues 使用 the smallest possible edit area, preserving the composition 和 product facts that are already correct.
复制 电商 工作流Use this workflow as a production assist, then compare the result against the real product reference and the target publishing channel.
Mask only the broken area so the repair does not redesign a product that was already correct.
Compare every repaired label word, logo detail, 和 claim against the source product before publishing.
Verify 形状, 标签文字, Logo 位置, 颜色, 材质, size cues, 声明, 和 可见 accessories.
Check the final asset against the store, marketplace, ad platform, 或 landing-page context before upload.
Remove unsupported badges, ratings, endorsements, certifications, platform logos, 和 copied brand assets.
修复 label, logo, 和 text drift by repairing the smallest broken area instead of regenerating the whole image. Mask only the warped label, logo, edge, shadow, 或 surface detail, then compare the repaired 输出 against the real product reference. Important label copy should be proofread word by word before publishing.
Keep the original composition, product angle, lighting, 颜色, 和 材质. Edit only the broken label, logo, edge, shadow, 或 artifact.
Compare every repaired word, logo mark, claim, size cue, 和 packaging detail against the source product 或 approved packshot.
If a label, ingredient list, flavor, size, certification, 或 claim matters commercially, do not rely on AI spelling 且不 review.
If the product silhouette, package structure, 或 factual claim is unreliable, repair is not enough; use a new 源图 或 reshoot.
复制为提示词、工作流卡片或 SKILL.md,用于后续重复修复同类产品图问题。
使用 this page when the 产品图 is mostly right but a detail has failed. The 工作流 favors masked repair 和 产品保真 over full regeneration.
使用 masked inpainting when the product body, cap, box edge, 或 silhouette drifts but the rest of the image is usable. If this cluster receives repeated traffic, improve repair examples before creating a separate repair subpage.
Keep text repair tightly scoped 和 compare the result against the real label before publishing. Route high-intent users to copy the 工作流, because label accuracy is a commercial trust issue.
使用 this when the product is accurate but the export has broken edges, shadow mismatch, reflection issues, 或 cutout artifacts. Watch copy actions to decide whether edge 和 shadow repair deserves more examples.
Treat repair as a publishing safety step 用于 电商, 平台商品图s, landing pages, 和 paid ads. New pages should wait until GA4 和 GSC show a repeated distinct failure pattern.
创建 通过产品保真检查的修复版产品图 用于 this task: 修复 AI 产品图中的标签漂移、Logo 变形、边缘破损和包装细节错误
输入 available: 需要修复的产品图
Example 输入: Product image: generated bottle 视觉 使用 warped label edge
Issue to fix: distorted 标签文字 和 uneven cap 形状
Must preserve: composition, lighting, product 颜色, 材质
Edit scope: repair only the broken areas
Do not change: 声明, logo, flavor, size, 或 packaging structure
Preferred tool path: ComfyUI inpainting, GPT Image 2, SAM
Keep the result faithful to the 输入 和 optimize 用于 the 修复 failures scene.
Preserve product 形状, 标签文字, 颜色, 材质, 比例, 和 any legally sensitive 声明.
Do not imply platform approval, customer endorsement, 或 guaranteed compliance.
不要重新生成整张图。先遮罩变形文字区域,只要求修复该局部,并用真实产品参考核对每个可见字符。
当构图、光线和场景已经可用,但标签、边缘、阴影或材质有小问题时,选择局部修复。整图重生成更容易引入新的产品漂移。
不能直接发布。需要检查产品形状、Logo、标签、颜色、材质、比例、阴影和声明是否与真实产品一致。
可以辅助修复,但所有重要文字都要和源图或真实包装逐字核对。对关键标签和合规信息,建议人工复核。
Use these routes when the next user question shifts from this workflow into background replacement, product repair, ad variants, listing review, or prompt examples.
使用 when the product is accurate again 和 the next goal is a cleaner 电商 background.
Open workflow使用 when the repaired 产品图 needs listing-readiness checks before upload.
Open workflow使用 when one corrected asset should become multiple controlled campaign directions.
Open workflowPreview a room style change 从 a photo
转换 a 产品照片 into a premium ad scene
替换 或 generate 产品背景s while preserving product