Visual AISkills
電商提示詞技能庫探索
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修復與編輯
Background 和 objects
Essential

Remove unwanted object

Remove a distracting object 從 an image

Use this skill when you need a repeatable image workflow, not a one-off prompt guess. It defines the input, output, tool path, and quality gate before generation starts.

輸入
image 和 object note
輸出
clean image
Best fit

Background 和 objects

SAMGroundingDINOGPT Image 2

High search-intent cleanup task 使用 clear before-after 輸出

Job to be done

建立 clean image 從 image 和 object note, using a task-first 工作流 instead of a loose 提示詞 dump.

Workflow type

masking, inpainting

Quality promise

The output must preserve user intent, survive visual inspection, and be ready for the target channel.

Workflow outline

  1. Prepare the source 輸入: image 和 object note.
  2. Pick a first tool path: SAM, GroundingDINO, GPT Image 2.
  3. 生成 或 edit toward the promised deliverable: clean image.
  4. Review the image 用於 drift, broken details, unreadable text, 和 weak composition.
  5. 儲存 the 提示詞, references, 和 final settings that produced the best reusable result.

Copy-ready skill card

Skill: Remove unwanted object

場景: 修復與編輯 / Background 和 objects

輸入: image 和 object note

輸出: clean image

Tools: SAM, GroundingDINO, GPT Image 2

Example 輸入: Object 提示詞 或 image: ceramic mug 使用 handle

使用 case: 電商 layout, bundle graphic, 或 design asset

Background: transparent 或 isolated neutral

Must preserve: object silhouette, handle 形狀, 材質 cues

Export need: transparent PNG-ready asset

品質檢查: the result must match the promised 輸出 和 preserve the user intent.

Branch logic

  • If the user has not provided image 和 object note, ask 用於 it before generating the final clean image.
  • If a reference image is provided, preserve the subject identity, proportions, 和 important details before changing style 或 scene.
  • If the first result fails 視覺 inspection, fix the smallest broken area first instead of regenerating the whole image.
  • If the first tool path fails, switch to the next listed option: GroundingDINO, GPT Image 2.
  • If the task depends on masks, text, 或 object edges, inspect those details at full size before accepting the 輸出.

When not to use

  • Do not use this as proof that the generated clean image is factually real 或 legally approved.
  • Do not use it when the user needs professional legal, medical, safety, 或 regulated-compliance judgment.

Copy distribution

Take this skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft.

Quality gate

  • The final asset clearly matches the requested clean image.
  • The main subject still reflects the original image 和 object note.
  • Text, hands, logos, edges, 和 產品細節 are not visibly broken.
  • The result is usable in the target channel 且不 another full regeneration.

Prompt starter

建立 clean image 用於 this task: Remove a distracting object 從 an image

輸入 available: image 和 object note

Example 輸入: Object 提示詞 或 image: ceramic mug 使用 handle

使用 case: 電商 layout, bundle graphic, 或 design asset

Background: transparent 或 isolated neutral

Must preserve: object silhouette, handle 形狀, 材質 cues

Export need: transparent PNG-ready asset

Preferred tool path: SAM, GroundingDINO, GPT Image 2

Keep the result faithful to the 輸入 和 optimize 用於 the background 和 objects scene.

Evidence and maintenance

Source IDs
IMG-018, IMG-022, IMG-044, IMG-045, IMG-046
Priority
Essential
Library track
Starter

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