Bria Product Cutout Serverless API

Automates precise product cutouts and background removal for professional eCommerce imagery at scale.

~11.16s
POST /v2/bria-product-cutout · submit + poll
 1# pip install "segmind>=1.1.0"
 2# export SEGMIND_API_KEY="YOUR_API_KEY"
 3import segmind
 4
 5# Async (v2): submit to the queue and block until COMPLETED.
 6# run() returns the final result dict (600s deadline, 1.0s poll by default).
 7result = segmind.run(
 8    "bria-product-cutout",
 9    sku="PROD12345",
10    image_url="https://segmind-resources.s3.amazonaws.com/input/ecc737f0-3a66-4436-a93e-1ab6313cae71-62006b85ffb96123cd785999663958cc.jpeg",
11    force_rmbg=True,
12    preserve_alpha=True,
13)
14print(result["status"])                      # COMPLETED
15print(result.get("output"))                  # model output (e.g. media URL)
16print(result["metrics"]["inference_time"])   # server compute seconds
17
18# --- Or submit + poll manually (track request_id, control the cadence) ---
19from segmind import SegmindClient, InferenceFailed, InferenceTimeout
20
21client = SegmindClient()                      # reads SEGMIND_API_KEY
22payload = {
23    "sku": "PROD12345",
24    "image_url": "https://segmind-resources.s3.amazonaws.com/input/ecc737f0-3a66-4436-a93e-1ab6313cae71-62006b85ffb96123cd785999663958cc.jpeg",
25    "force_rmbg": True,
26    "preserve_alpha": True,
27}
28job = client.submit_async("bria-product-cutout", **payload)
29print(job.request_id)                         # available immediately
30try:
31    result = job.wait(timeout=600, interval=1.0)
32except InferenceTimeout as e:
33    print("still running:", e.request_id)
34except InferenceFailed as e:
35    print("failed:", e.detail)

API Endpoint

POSThttps://api.segmind.com/v1/bria-product-cutout

Parameters

content_moderationoptional
boolean

Applies moderation to input/output images. Use true for sensitive environments.

Default: false
force_rmbgoptional
boolean

Force removes background even with existing alpha channel. Use true for cleaner separation.

Default: true
image_urloptional
string (uri)

Link to product image for processing. Check the format to ensure compatibility.

Default: "https://segmind-resources.s3.amazonaws.com/input/ecc737f0-3a66-4436-a93e-1ab6313cae71-62006b85ffb96123cd785999663958cc.jpeg"
preserve_alphaoptional
boolean

Retains original transparency if available. Set to false for a solid background.

Default: true
skuoptional
string

Unique identifier for your product. Suggested format: alphanumeric code.

Default: "PROD12345"

Response Type

Returns: Image

Asynchronous requests (v2)

Use Async for video, long-running (>~60s), or high-concurrency workloads; Sync is simplest for fast image & LLM calls. Async submits a request and you poll it to completion.

  1. 1
    POST /v2/bria-product-cutout

    Submitreturns request_id, status_url, response_url

  2. 2
    GET /v2/requests/{id}/status

    Polluntil COMPLETED or FAILED

  3. 3
    GET /v2/requests/{id}

    Resultfinal response body

Status states

QUEUEDAccepted, waiting for a worker
PROCESSINGRunning on a worker
COMPLETEDDone — result body is ready
FAILEDErrored (incl. content/RAI blocks)
  • A FAILED request is served as HTTP 422 — the body still carries the error detail.
  • An unknown or expired request_id returns HTTP 404.
  • Results are retained for 1 hour, then expire.
  • Content / RAI blocks surface as FAILED, not a separate state.
  • Track completion by polling the status endpoint.

Common Error Codes

The API returns standard HTTP status codes. Detailed error messages are provided in the response body.

400

Bad Request

Invalid parameters or request format

401

Unauthorized

Missing or invalid API key

403

Forbidden

Insufficient permissions

404

Not Found

Model or endpoint not found

406

Insufficient Credits

Not enough credits to process request

429

Rate Limited

Too many requests

500

Server Error

Internal server error

502

Bad Gateway

Service temporarily unavailable

504

Timeout

Request timed out