{
  "title": "Remove background",
  "human_url": "https://happytails.ai/en/image-tools/remove-background/",
  "agent_url": "https://happytails.ai/agents/en/image-tools/remove-background/",
  "language": "en",
  "markdown_url": "https://happytails.ai/en/image-tools/remove-background.md",
  "content": "Remove background\nRemove an image background and export a transparent PNG.\nUseful next steps\nProduct photo background\nReplace a product photo’s background with a solid colour.\nUpscale image\nEnlarge an image with high-quality Lanczos resampling.\nHow to use Remove background\nChoose a file in PNG, JPEG or WEBP.\nReview the settings, then choose Run Remove background.\nReview the result, then use Copy result or a download link when available.\nWhat to expect\nRemove an image background and export a transparent PNG. Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.",
  "content_format": "text/plain",
  "visibility": "public",
  "links": [
    {
      "name": "Product photo background Replace a product photo’s background with a solid colour.",
      "url": "https://happytails.ai/en/image-tools/product-photo-background/"
    },
    {
      "name": "Upscale image Enlarge an image with high-quality Lanczos resampling.",
      "url": "https://happytails.ai/en/image-tools/upscale-image/"
    }
  ],
  "tool": {
    "id": "remove-background",
    "category": "image-tools",
    "built": true,
    "requirements": "Quality-tested segmentation with edge correction; disclose model download or upload.",
    "implementation": {
      "fields": [],
      "files": true,
      "accept": ".png,.jpg,.jpeg,.webp",
      "multiple": false,
      "input": false,
      "processing": "Server required",
      "native": true,
      "extra": true,
      "maxFileBytes": 20971520,
      "note": "Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.",
      "experience": {
        "automatic": false,
        "single": false,
        "label": "Your text",
        "placeholder": "Type or paste your input…",
        "help": "Up to 1,000,000 characters. Review the settings before running.",
        "action": null
      },
      "mode": "explicit",
      "interactive": false
    },
    "execution": "POST /api/v1/tools/remove-background/run",
    "api": {
      "id": "remove-background",
      "name": "Remove background",
      "category": "image-tools",
      "description": "Remove an image background and export a transparent PNG.",
      "notes": "Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.",
      "human_path": "/en/image-tools/remove-background/",
      "method": "POST",
      "endpoint": "/api/v1/tools/remove-background/run",
      "schema_url": "/api/v1/tools/remove-background",
      "input_schema": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "input": {
            "type": "string",
            "maxLength": 1000000,
            "default": "",
            "description": "Plain text input. File tools use files instead unless otherwise documented."
          },
          "options": {
            "type": "object",
            "additionalProperties": false,
            "properties": {}
          },
          "files": {
            "type": "array",
            "maxItems": 1,
            "items": {
              "type": "object",
              "required": [
                "name",
                "base64"
              ],
              "additionalProperties": false,
              "properties": {
                "name": {
                  "type": "string",
                  "maxLength": 200,
                  "description": "Filename only, no path."
                },
                "mime": {
                  "type": "string",
                  "maxLength": 150
                },
                "bytes": {
                  "type": "integer",
                  "minimum": 0,
                  "description": "Optional decoded byte count; must match content if supplied."
                },
                "base64": {
                  "type": "string",
                  "contentEncoding": "base64",
                  "description": "File bytes as padded base64. Use the tool-specific limits.files_bytes value for the total decoded input size."
                }
              }
            }
          }
        }
      },
      "output_schema": {
        "type": "object",
        "required": [
          "tool",
          "result"
        ],
        "properties": {
          "tool": {
            "type": "string"
          },
          "result": {
            "type": "object",
            "required": [
              "text",
              "files"
            ],
            "properties": {
              "text": {
                "type": [
                  "string",
                  "null"
                ]
              },
              "data": {
                "description": "Parsed JSON when the textual result is JSON."
              },
              "name": {
                "type": "string"
              },
              "mime": {
                "type": "string"
              },
              "files": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "name",
                    "mime",
                    "bytes",
                    "base64"
                  ],
                  "properties": {
                    "name": {
                      "type": "string"
                    },
                    "mime": {
                      "type": "string"
                    },
                    "bytes": {
                      "type": "integer"
                    },
                    "base64": {
                      "type": "string",
                      "contentEncoding": "base64"
                    }
                  }
                }
              }
            }
          }
        }
      },
      "processing": "Server; self-hosted native engine, no external conversion service",
      "limits": {
        "request_bytes": 31457280,
        "input_characters": 1000000,
        "files_bytes": 20971520,
        "max_files": 1,
        "timeout_seconds": 90
      }
    },
    "agent_processing": "Server; self-hosted native engine, no external conversion service",
    "browser_agent": {
      "supported": true,
      "name": "run_current_tool",
      "discovery": "WebMCP on the human page in a supporting browser",
      "verification": "See audit/API-AUDIT.md; availability is not verification"
    }
  },
  "markdown": "# Remove background\n\n- Human page: https://happytails.ai/en/image-tools/remove-background/\n- Markdown: https://happytails.ai/en/image-tools/remove-background.md\n- Structured JSON: https://happytails.ai/agents/en/image-tools/remove-background/index.json\n- Visibility: public\n\n## Tool capabilities\n\n| Property | Value |\n| --- | --- |\n| Tool ID | `remove-background` |\n| Category | image-tools |\n| Implementation | Registered implementation. Registration alone is not a production-quality guarantee. |\n| Browser execution | Use the visible action or interactive controls. |\n| Browser processing | Server required |\n| HTTP API | /api/v1/tools/remove-background/run |\n| Browser-agent interface | run_current_tool |\n\n### Implementation notes\n\nProcessed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.\n\n### Inputs and settings\n\nNo free-text input is required. Use the file inputs and/or settings below.\n\nAccepted browser files: `.png,.jpg,.jpeg,.webp`. Choose one file.\n\nBrowser file-input limit: 20971520 bytes in total. HTTP limits can differ.\n\nNo additional settings are declared for this tool.\n\n### HTTP contract\n\nAPI calls process supplied data on the server. The website origin is `https://happytails.ai`. Server API hosting is not connected on the public website yet. Use your local server origin to test these requests.\n\n```http\nPOST https://happytails.ai/api/v1/tools/remove-background/run\nContent-Type: application/json\n```\n\n[Detailed operation reference](https://happytails.ai/en/api/tools/remove-background.md) · [Shared API guide](https://happytails.ai/en/api.md)\n\n#### Limits\n\n| Limit | Value |\n| --- | --- |\n| request_bytes | 31457280 |\n| input_characters | 1000000 |\n| files_bytes | 20971520 |\n| max_files | 1 |\n| timeout_seconds | 90 |\n\n#### Complete input schema\n\n```json\n{\n  \"type\": \"object\",\n  \"additionalProperties\": false,\n  \"properties\": {\n    \"input\": {\n      \"type\": \"string\",\n      \"maxLength\": 1000000,\n      \"default\": \"\",\n      \"description\": \"Plain text input. File tools use files instead unless otherwise documented.\"\n    },\n    \"options\": {\n      \"type\": \"object\",\n      \"additionalProperties\": false,\n      \"properties\": {}\n    },\n    \"files\": {\n      \"type\": \"array\",\n      \"maxItems\": 1,\n      \"items\": {\n        \"type\": \"object\",\n        \"required\": [\n          \"name\",\n          \"base64\"\n        ],\n        \"additionalProperties\": false,\n        \"properties\": {\n          \"name\": {\n            \"type\": \"string\",\n            \"maxLength\": 200,\n            \"description\": \"Filename only, no path.\"\n          },\n          \"mime\": {\n            \"type\": \"string\",\n            \"maxLength\": 150\n          },\n          \"bytes\": {\n            \"type\": \"integer\",\n            \"minimum\": 0,\n            \"description\": \"Optional decoded byte count; must match content if supplied.\"\n          },\n          \"base64\": {\n            \"type\": \"string\",\n            \"contentEncoding\": \"base64\",\n            \"description\": \"File bytes as padded base64. Use the tool-specific limits.files_bytes value for the total decoded input size.\"\n          }\n        }\n      }\n    }\n  }\n}\n```\n\n#### Complete output schema\n\n```json\n{\n  \"type\": \"object\",\n  \"required\": [\n    \"tool\",\n    \"result\"\n  ],\n  \"properties\": {\n    \"tool\": {\n      \"type\": \"string\"\n    },\n    \"result\": {\n      \"type\": \"object\",\n      \"required\": [\n        \"text\",\n        \"files\"\n      ],\n      \"properties\": {\n        \"text\": {\n          \"type\": [\n            \"string\",\n            \"null\"\n          ]\n        },\n        \"data\": {\n          \"description\": \"Parsed JSON when the textual result is JSON.\"\n        },\n        \"name\": {\n          \"type\": \"string\"\n        },\n        \"mime\": {\n          \"type\": \"string\"\n        },\n        \"files\": {\n          \"type\": \"array\",\n          \"items\": {\n            \"type\": \"object\",\n            \"required\": [\n              \"name\",\n              \"mime\",\n              \"bytes\",\n              \"base64\"\n            ],\n            \"properties\": {\n              \"name\": {\n                \"type\": \"string\"\n              },\n              \"mime\": {\n                \"type\": \"string\"\n              },\n              \"bytes\": {\n                \"type\": \"integer\"\n              },\n              \"base64\": {\n                \"type\": \"string\",\n                \"contentEncoding\": \"base64\"\n              }\n            }\n          }\n        }\n      }\n    }\n  }\n}\n```\n\n#### Error and retry handling\n\nFailures return a non-200 status and `error.code` plus `error.message`. Correct invalid input before retrying; retry server-busy responses with bounded backoff. Returned files contain Base64 data, not persistent download URLs. Decode and inspect the output before treating conversion as successful. See the shared API guide for the complete status and timeout rules.\n\n### Browser-agent workflow\n\n1. Open the human page in a browser that supports WebMCP.\n2. Discover the interface exposed by that page; use its actual schema.\n3. Select files on the page first when the tool requires files.\n4. Call `run_current_tool` with valid input and settings.\n5. Inspect the returned result or error and the displayed output. Retrieve files from the displayed download links.\n\nCalls do not automatically copy or download results. Browser permissions still apply. Interface availability alone is not proof of successful execution.\n\n### Planning specification\n\nQuality-tested segmentation with edge correction; disclose model download or upload.\n\nThis describes intended requirements. Use the implementation notes, interface schema and observed output to determine current support.\n\n### Complete machine-readable capability record\n\n```json\n{\n  \"id\": \"remove-background\",\n  \"category\": \"image-tools\",\n  \"built\": true,\n  \"requirements\": \"Quality-tested segmentation with edge correction; disclose model download or upload.\",\n  \"implementation\": {\n    \"fields\": [],\n    \"files\": true,\n    \"accept\": \".png,.jpg,.jpeg,.webp\",\n    \"multiple\": false,\n    \"input\": false,\n    \"processing\": \"Server required\",\n    \"native\": true,\n    \"extra\": true,\n    \"maxFileBytes\": 20971520,\n    \"note\": \"Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.\",\n    \"experience\": {\n      \"automatic\": false,\n      \"single\": false,\n      \"label\": \"Your text\",\n      \"placeholder\": \"Type or paste your input…\",\n      \"help\": \"Up to 1,000,000 characters. Review the settings before running.\",\n      \"action\": null\n    },\n    \"mode\": \"explicit\",\n    \"interactive\": false\n  },\n  \"execution\": \"POST /api/v1/tools/remove-background/run\",\n  \"api\": {\n    \"id\": \"remove-background\",\n    \"name\": \"Remove background\",\n    \"category\": \"image-tools\",\n    \"description\": \"Remove an image background and export a transparent PNG.\",\n    \"notes\": \"Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.\",\n    \"human_path\": \"/en/image-tools/remove-background/\",\n    \"method\": \"POST\",\n    \"endpoint\": \"/api/v1/tools/remove-background/run\",\n    \"schema_url\": \"/api/v1/tools/remove-background\",\n    \"input_schema\": {\n      \"type\": \"object\",\n      \"additionalProperties\": false,\n      \"properties\": {\n        \"input\": {\n          \"type\": \"string\",\n          \"maxLength\": 1000000,\n          \"default\": \"\",\n          \"description\": \"Plain text input. File tools use files instead unless otherwise documented.\"\n        },\n        \"options\": {\n          \"type\": \"object\",\n          \"additionalProperties\": false,\n          \"properties\": {}\n        },\n        \"files\": {\n          \"type\": \"array\",\n          \"maxItems\": 1,\n          \"items\": {\n            \"type\": \"object\",\n            \"required\": [\n              \"name\",\n              \"base64\"\n            ],\n            \"additionalProperties\": false,\n            \"properties\": {\n              \"name\": {\n                \"type\": \"string\",\n                \"maxLength\": 200,\n                \"description\": \"Filename only, no path.\"\n              },\n              \"mime\": {\n                \"type\": \"string\",\n                \"maxLength\": 150\n              },\n              \"bytes\": {\n                \"type\": \"integer\",\n                \"minimum\": 0,\n                \"description\": \"Optional decoded byte count; must match content if supplied.\"\n              },\n              \"base64\": {\n                \"type\": \"string\",\n                \"contentEncoding\": \"base64\",\n                \"description\": \"File bytes as padded base64. Use the tool-specific limits.files_bytes value for the total decoded input size.\"\n              }\n            }\n          }\n        }\n      }\n    },\n    \"output_schema\": {\n      \"type\": \"object\",\n      \"required\": [\n        \"tool\",\n        \"result\"\n      ],\n      \"properties\": {\n        \"tool\": {\n          \"type\": \"string\"\n        },\n        \"result\": {\n          \"type\": \"object\",\n          \"required\": [\n            \"text\",\n            \"files\"\n          ],\n          \"properties\": {\n            \"text\": {\n              \"type\": [\n                \"string\",\n                \"null\"\n              ]\n            },\n            \"data\": {\n              \"description\": \"Parsed JSON when the textual result is JSON.\"\n            },\n            \"name\": {\n              \"type\": \"string\"\n            },\n            \"mime\": {\n              \"type\": \"string\"\n            },\n            \"files\": {\n              \"type\": \"array\",\n              \"items\": {\n                \"type\": \"object\",\n                \"required\": [\n                  \"name\",\n                  \"mime\",\n                  \"bytes\",\n                  \"base64\"\n                ],\n                \"properties\": {\n                  \"name\": {\n                    \"type\": \"string\"\n                  },\n                  \"mime\": {\n                    \"type\": \"string\"\n                  },\n                  \"bytes\": {\n                    \"type\": \"integer\"\n                  },\n                  \"base64\": {\n                    \"type\": \"string\",\n                    \"contentEncoding\": \"base64\"\n                  }\n                }\n              }\n            }\n          }\n        }\n      }\n    },\n    \"processing\": \"Server; self-hosted native engine, no external conversion service\",\n    \"limits\": {\n      \"request_bytes\": 31457280,\n      \"input_characters\": 1000000,\n      \"files_bytes\": 20971520,\n      \"max_files\": 1,\n      \"timeout_seconds\": 90\n    }\n  },\n  \"agent_processing\": \"Server; self-hosted native engine, no external conversion service\",\n  \"browser_agent\": {\n    \"supported\": true,\n    \"name\": \"run_current_tool\",\n    \"discovery\": \"WebMCP on the human page in a supporting browser\",\n    \"verification\": \"See audit/API-AUDIT.md; availability is not verification\"\n  }\n}\n```\n\n## Page guide\n\nRemove an image background and export a transparent PNG.\n\n## Useful next steps\n\n- [Product photo background](https://happytails.ai/en/image-tools/product-photo-background/): Replace a product photo’s background with a solid colour. ([Markdown](https://happytails.ai/en/image-tools/product-photo-background.md))\n\n- [Upscale image](https://happytails.ai/en/image-tools/upscale-image/): Enlarge an image with high-quality Lanczos resampling. ([Markdown](https://happytails.ai/en/image-tools/upscale-image.md))\n\n## How to use Remove background\n\n1. Choose a file in PNG, JPEG or WEBP.\n2. Review the settings, then choose Run Remove background.\n3. Review the result, then use Copy result or a download link when available.\n\n## What to expect\n\nRemove an image background and export a transparent PNG. Processed locally on this website’s server without an external conversion API. Uses the small U2Netp segmentation model. Fine hair, transparent objects, and difficult edges may need manual correction.\n"
}