{
  "openapi": "3.0.1",
  "info": {
    "title": "Image Upscaler API & Background Remover (Batch 2x/4x)",
    "description": "Image upscaler API: batch upscale images 2x/4x and remove backgrounds from image URLs or datasets with open models on CPU. Returns PNG/WebP/JPEG links, sizes and status per image. From $1 per 1,000 images.",
    "version": "0.1",
    "x-build-id": "gDZ9g06DCXnPrjcgS"
  },
  "servers": [
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  ],
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        "tags": [
          "Run Actor"
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          "required": true,
          "content": {
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            "in": "query",
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            "schema": {
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            "description": "Enter your Apify token here"
          }
        ],
        "responses": {
          "200": {
            "description": "OK"
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        }
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    },
    "/acts/leadsbrary~image-upscaler-background-remover-onnx/runs": {
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        "operationId": "runs-sync-leadsbrary-image-upscaler-background-remover-onnx",
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        "tags": [
          "Run Actor"
        ],
        "requestBody": {
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          "content": {
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            "required": true,
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        "responses": {
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      "post": {
        "operationId": "run-sync-leadsbrary-image-upscaler-background-remover-onnx",
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        "tags": [
          "Run Actor"
        ],
        "requestBody": {
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          "content": {
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            "required": true,
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        ],
        "responses": {
          "200": {
            "description": "OK"
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      }
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  },
  "components": {
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        "type": "object",
        "properties": {
          "imageUrls": {
            "title": "Image URLs",
            "type": "array",
            "description": "Public http(s) URLs of JPEG, PNG or WebP images. Use this and/or a dataset below.",
            "items": {
              "type": "string"
            }
          },
          "datasetId": {
            "title": "Dataset ID (optional)",
            "type": "string",
            "description": "ID of an Apify dataset whose rows contain image URLs (for example the output of a product scraper)."
          },
          "datasetUrlField": {
            "title": "URL field in the dataset",
            "type": "string",
            "description": "Field holding the image URL; dot paths allowed (e.g. images.0). A field containing an array of URLs is expanded.",
            "default": "imageUrl"
          },
          "mode": {
            "title": "Mode",
            "enum": [
              "upscale",
              "remove-background",
              "both"
            ],
            "type": "string",
            "description": "upscale: enlarge. remove-background: transparent cut-out. both: cut-out then enlarge.",
            "default": "upscale"
          },
          "scale": {
            "title": "Upscale factor",
            "minimum": 2,
            "maximum": 4,
            "type": "integer",
            "description": "2 or 4 (ignored for remove-background).",
            "default": 2
          },
          "outputFormat": {
            "title": "Output format",
            "enum": [
              "png",
              "webp",
              "jpeg"
            ],
            "type": "string",
            "description": "Transparency needs png or webp; jpeg is flattened onto the background colour (white by default).",
            "default": "png"
          },
          "backgroundColor": {
            "title": "Background colour",
            "type": "string",
            "description": "Optional hex colour such as #ffffff to replace transparency after background removal."
          },
          "maxInputMegapixels": {
            "title": "Max input megapixels",
            "minimum": 0.1,
            "maximum": 4,
            "type": "number",
            "description": "Larger inputs are downscaled (or rejected, see below) to bound time and cost. 0.1 to 4.",
            "default": 0.5
          },
          "downscaleLargeInputs": {
            "title": "Downscale large inputs",
            "type": "boolean",
            "description": "If off, images above the megapixel limit return an unbilled TOO_LARGE row.",
            "default": true
          },
          "maxResults": {
            "title": "Maximum images",
            "minimum": 1,
            "maximum": 10000,
            "type": "integer",
            "description": "Process at most this many images (also caps your spending).",
            "default": 10
          },
          "maxConcurrency": {
            "title": "Parallel images",
            "minimum": 1,
            "maximum": 4,
            "type": "integer",
            "description": "Keep low: processing is CPU and memory heavy.",
            "default": 1
          },
          "proxyConfiguration": {
            "title": "Proxy configuration",
            "type": "object",
            "description": "Optional. Only needed if the image host blocks direct requests; datacenter proxy was enough in testing.",
            "default": {
              "useApifyProxy": false
            }
          }
        }
      },
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        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
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                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
                  },
                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
                    "example": 1024
                  },
                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
                  }
                }
              },
              "buildId": {
                "type": "string"
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              "defaultKeyValueStoreId": {
                "type": "string"
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              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
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                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
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                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
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                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
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                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_UNBLOCKER_UNITS": {
                    "type": "integer",
                    "example": 0
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                }
              },
              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
              },
              "usageUsd": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
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                  },
                  "DATASET_READS": {
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                  },
                  "DATASET_WRITES": {
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                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
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                  "REQUEST_QUEUE_READS": {
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                  "REQUEST_QUEUE_WRITES": {
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                  "DATA_TRANSFER_INTERNAL_GBYTES": {
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                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
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                  "PROXY_UNBLOCKER_UNITS": {
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}