c-barron/owlv2 – API reference

c-barron / owlv2

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98 runs

Run c-barron/owlv2 with an API

Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.

Input schema

The fields you can use to run this model with an API. If you don't give a value for a field its default value will be used.

Field	Type	Default value	Description
image	string	https://st.mngbcn.com/rcs/pics/static/T5/fotos/outfit/S20/57034757_56-99999999_01.jpg	Image
prompts	array	['face.', 'shirt.']	List of mask prompts. Each should end with a period?
threshold	number	0.15	Cutof for object detection

{
  "type": "object",
  "title": "Input",
  "properties": {
    "image": {
      "type": "string",
      "title": "Image",
      "format": "uri",
      "default": "https://st.mngbcn.com/rcs/pics/static/T5/fotos/outfit/S20/57034757_56-99999999_01.jpg",
      "x-order": 0,
      "description": "Image"
    },
    "prompts": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Prompts",
      "default": [
        "face.",
        "shirt."
      ],
      "x-order": 1,
      "description": "List of mask prompts. Each should end with a period?"
    },
    "threshold": {
      "type": "number",
      "title": "Threshold",
      "default": 0.15,
      "x-order": 2,
      "description": "Cutof for object detection"
    }
  }
}

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema

{
  "type": "object",
  "title": "Output",
  "required": [
    "detections"
  ],
  "properties": {
    "detections": {
      "type": "array",
      "items": {
        "type": "object",
        "title": "Detection",
        "required": [
          "label",
          "score",
          "xmin",
          "xmax",
          "ymin",
          "ymax"
        ],
        "properties": {
          "xmax": {
            "type": "number",
            "title": "Xmax"
          },
          "xmin": {
            "type": "number",
            "title": "Xmin"
          },
          "ymax": {
            "type": "number",
            "title": "Ymax"
          },
          "ymin": {
            "type": "number",
            "title": "Ymin"
          },
          "label": {
            "type": "string",
            "title": "Label"
          },
          "score": {
            "type": "number",
            "title": "Score"
          }
        }
      },
      "title": "Detections"
    }
  }
}