YOLO-World

YOLO-World एक zero-shot object detection मॉडल है जो आपको बिना किसी training के, केवल उन वस्तुओं का वर्णन करके जिन्हें आप पहचानना चाहते हैं, object detection करने की अनुमति देता है।

आप YOLO-World को स्थानीय रूप से भी चला सकते हैं, उपयोग करके Inference, हमारा ओपन-सोर्स इनफेरेंस सर्वर।

API Reference

हमारे होस्टेड API के लिए बेस URL है https://infer.roboflow.com.

YOLO-World को Inference के साथ उपयोग करने, Python SDK या सेल्फ-होस्टेड API के माध्यम से उपयोग करने की अधिक जानकारी के लिए देखें YOLO-World Inference docs पेज.

YOLO-World inference.

post

Run the YOLO-World zero-shot object detection model.

Query parameters

api_keyany ofOptional

Roboflow API Key that will be passed to the model during initialization for artifact retrieval

stringOptional

or

nullOptional

countinferenceany ofOptional

booleanOptional

or

nullOptional

service_secretany ofOptional

stringOptional

or

nullOptional

Body

Request for Grounding DINO zero-shot predictions.

Attributes: text (List[str]): A list of strings.

idstringRequired

api_keyany ofOptional

Roboflow API Key that will be passed to the model during initialization for artifact retrieval

stringOptional

or

nullOptional

usage_billablebooleanOptionalDefault: true

startany ofOptional

numberOptional

or

nullOptional

sourceany ofOptional

stringOptional

or

nullOptional

source_infoany ofOptional

stringOptional

or

nullOptional

model_idany ofOptional

stringOptional

or

nullOptional

model_typeany ofOptional

The type of the model, usually referring to what task the model performs

Example: object-detection

stringOptional

or

nullOptional

imageany ofRequired

or

disable_preproc_auto_orientany ofOptional

If true, the auto orient preprocessing step is disabled for this call.

Default: false

booleanOptional

or

nullOptional

disable_preproc_contrastany ofOptional

If true, the auto contrast preprocessing step is disabled for this call.

Default: false

booleanOptional

or

nullOptional

disable_preproc_grayscaleany ofOptional

If true, the grayscale preprocessing step is disabled for this call.

Default: false

booleanOptional

or

nullOptional

disable_preproc_static_cropany ofOptional

If true, the static crop preprocessing step is disabled for this call.

Default: false

booleanOptional

or

nullOptional

textstring[]Required

A list of strings

Example: ["person","dog","cat"]

yolo_world_version_idany ofOptionalDefault: l

stringOptional

or

nullOptional

confidenceany ofOptionalDefault: 0.4

numberOptional

or

nullOptional

Responses

200

Successful Response

application/json

422

Validation Error

application/json

post

HTTPcURLJavaScriptPython

POST /yolo_world/infer HTTP/1.1
Host: 
Content-Type: application/json
Accept: */*
Content-Length: 431

{
  "id": "text",
  "api_key": "text",
  "usage_billable": true,
  "start": 1,
  "source": "text",
  "source_info": "text",
  "model_id": "text",
  "model_type": "object-detection",
  "image": [
    {
      "type": "url",
      "value": "http://www.example-image-url.com"
    }
  ],
  "disable_preproc_auto_orient": false,
  "disable_preproc_contrast": false,
  "disable_preproc_grayscale": false,
  "disable_preproc_static_crop": false,
  "text": [
    "person",
    "dog",
    "cat"
  ],
  "yolo_world_version_id": "l",
  "confidence": 0.4
}

{
  "visualization": "text",
  "inference_id": "text",
  "frame_id": 1,
  "time": 1,
  "image": [
    {
      "width": 1,
      "height": 1
    }
  ],
  "predictions": [
    {
      "x": 1,
      "y": 1,
      "width": 1,
      "height": 1,
      "confidence": 1,
      "class": "text",
      "class_confidence": 1,
      "class_id": 1,
      "tracker_id": 1,
      "detection_id": "text",
      "parent_id": "text"
    }
  ]
}