▣ ARTIFICIAL INTELLIGENCE · IMAGE PROCESSING

Generate Image Foreground Mask API

What it does

Generate Image Foreground Mask API lets you isolate a subject from an image and return either a mask or a background-removed image. Send a public image URL or base64-encoded image data, and choose whether you want JSON metadata or image bytes back.

Use the subject mask endpoint when you need a grayscale cutout for compositing, edge cleanup, or downstream image analysis. The response includes the output format, media type, width, height, byte size, data URI, subject bounding box, foreground ratio, and the quality setting used. If nothing is found, bbox is null.

Use the background-removal endpoint when you need a ready-to-use subject image. You can crop to the subject's bounding box, add padding, limit the output size, and pick best or fast quality. Output can be json, png, webp, or jpeg; JPEG requires an opaque background color in #RRGGBB form. This is a good fit for product photos, profile pictures, asset pipelines, and any workflow that needs transparent backgrounds or a consistent subject crop.

Both endpoints accept images up to 20 MB and return a data URI alongside the image metadata, so you can pass results straight into your storage, preview, or rendering pipeline.

POST

Get the subject mask

https://api.eu.apyhub.com/callable-labs/background-removal/v1/background/mask

QUICKSTART

GUIDE

Quickstart

Send a public image URL to remove its background and return mask metadata in JSON.

curl -X POST "https://api.eu.apyhub.com/callable-labs/background-removal/v1/background/mask" \
  -H "apy-token: $APY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "image": {
      "url": "https://assets.apyhub.com/samples/cat.jpg"
    }
  }'

What you'll get back

Returns a JSON object with these top-level fields: format and media_type are strings, width and height are output dimensions in pixels, bytes is the payload size, data_uri is a data:<media_type>;base64,... string, bbox is either an object with x, y, width, and height or null, foreground_ratio is a number between 0 and 1, and quality is "best" or "fast".

{
  "format": "json",
  "media_type": "image/png",
  "width": 800,
  "height": 600,
  "bytes": 124532,
  "data_uri": "data:image/png;base64,iVBORw0KGgoAAA...",
  "bbox": { "x": 120, "y": 45, "width": 540, "height": 510 },
  "foreground_ratio": 0.42,
  "quality": "best"
}

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API key

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About this endpoint

What it does

Generates a subject mask for an input image. The request accepts an image source and optional output controls, and the response returns mask metadata plus either a data URI or PNG-oriented output depending on the requested format.

Request Body

Parameter	Type	Description
crop	Boolean	Crop the result to the subject's bounding box. Default: `false`.
image	Object	Image source object. Contains `url` and/or `base64`; see nested fields.
image.url	String	Public http(s) URL of the image. Must be ≤ 20 MB; private and internal addresses are refused.
image.base64	String	The image as base64, including a `data:` URI if desired. Must be ≤ 20 MB decoded.
format	ENUM	Output format. Allowed values: `json`, `png`. Default: `json`. `json` returns metadata plus a PNG data URI; `png` returns the 8-bit grayscale mask.
padding	Integer	Pixels kept around the subject when `crop` is true. Default: `0`; minimum: `0`, maximum: `1000`.
quality	ENUM	Output quality. Allowed values: `best`, `fast`. Default: `best`. `best` prioritizes detail; `fast` is suitable for previews.
max_size	Integer	Longest side of the output in pixels. Default: original size; minimum: `64`, maximum: `4096`.

Response

Returns a JSON object with format, media_type, width, height, bytes, data_uri, bbox, foreground_ratio, and quality fields. bbox is either an object with x, y, width, and height, or null when nothing was found.

Parameter	Type	Description
bbox	Object	Subject bounding box in the original image, or `null` when nothing was found.
bbox.x	Integer	X coordinate of the bounding box.
bbox.y	Integer	Y coordinate of the bounding box.
bbox.width	Integer	Width of the bounding box.
bbox.height	Integer	Height of the bounding box.
bytes	Integer	Size of the output in bytes.
width	Integer	Output width in pixels.
format	String	Encoding of `data_uri`.
height	Integer	Output height in pixels.
quality	ENUM	Quality used for the result. Allowed values: `best`, `fast`.
data_uri	String	`data:<media_type>;base64,…`
media_type	String	Media type of the returned data URI.
foreground_ratio	Number	Share of the original image covered by the subject, from `0` to `1`.

▣ COMMON ERRORS

Errors any endpoint can return

400bad_request

Required parameter missing or malformed body.

401unauthorized

API key missing, revoked, or not authorized for this service.

429rate_limited

Your plan's per-second rate exceeded. Retry with exponential backoff.

503upstream_busy

Backend temporarily unavailable. Try again in a few seconds.

Similar APIs

Closest matches in the catalog based on this service.

CALLRemove Image Background with Advanced Controls APICallable Labs CALLChange Background of Images APIApyHub CALLRemove Background from Images APIApyHub CALLCompress Images APIApyHub

From the blog

Reads that touch this API.

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