bencevans/megadetector-v5b

Detect Animals, Humans and Vehicles in Camera Trap Imagery with MegaDetector v5b

Public

18 runs

GitHub

Run bencevans/megadetector-v5b 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		Input image
minimum_confidence_threshold	number	0.2 Max: 1	Confidence Threshold

{
  "type": "object",
  "title": "Input",
  "required": [
    "image"
  ],
  "properties": {
    "image": {
      "type": "string",
      "title": "Image",
      "format": "uri",
      "x-order": 0,
      "description": "Input image"
    },
    "minimum_confidence_threshold": {
      "type": "number",
      "title": "Minimum Confidence Threshold",
      "default": 0.2,
      "maximum": 1,
      "minimum": 0,
      "x-order": 1,
      "description": "Confidence Threshold"
    }
  }
}

Output schema

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

Schema

{
  "type": "object",
  "title": "Output",
  "required": [
    "image",
    "detections"
  ],
  "properties": {
    "image": {
      "type": "object",
      "title": "Image",
      "required": [
        "width",
        "height"
      ],
      "properties": {
        "width": {
          "type": "integer",
          "title": "Width"
        },
        "height": {
          "type": "integer",
          "title": "Height"
        }
      }
    },
    "detections": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "bbox",
          "category",
          "confidence"
        ],
        "properties": {
          "bbox": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "title": "Bbox"
          },
          "category": {
            "type": "string",
            "title": "Category"
          },
          "confidence": {
            "type": "number",
            "title": "Confidence"
          }
        }
      },
      "title": "Detections"
    }
  }
}