Imagen 3 Serverless API

Imagen 3 is Google DeepMind's highest quality text-to-image model. Generates detailed images with enhanced lighting, diverse styles, and improved text rendering.

POST /v2/imagen · 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    "imagen",
 9    prompt=" White fluffy bear toy is sleeping in a children's room, on the floor of a baby bedroom with toy boxes and toys around, in the style of photorealistic 3D rendering",
10    aspect_ratio="1:1",
11    safety_filter_level="BLOCK_LOW_AND_ABOVE",
12    person_generation="ALLOW_ADULT",
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    "prompt": " White fluffy bear toy is sleeping in a children's room, on the floor of a baby bedroom with toy boxes and toys around, in the style of photorealistic 3D rendering",
24    "aspect_ratio": "1:1",
25    "safety_filter_level": "BLOCK_LOW_AND_ABOVE",
26    "person_generation": "ALLOW_ADULT",
27}
28job = client.submit_async("imagen", **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/imagen

Parameters

promptrequired
string

Prompt to render

aspect_ratiooptional
string

Changes the aspect ratio of the generated image..

Default: "16:9"
Allowed values :
"1:1""4:3""3:4""9:16""16:9"
person_generationoptional
string

Allow the model to generate images of people.

Default: "ALLOW_ADULT"
Allowed values :
"ALLOW_ADULT""DONT_ALLOW"
safety_filter_leveloptional
string

Adds a filter level to safety filtering.

Default: "BLOCK_LOW_AND_ABOVE"
Allowed values :
"BLOCK_LOW_AND_ABOVE""BLOCK_MEDIUM_AND_ABOVE""BLOCK_ONLY_HIGH"

Response Type

Returns: Text/JSON

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/imagen

    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