item.json

{
  "stac_version": "1.0.0",
  "stac_extensions": [
    "https://stac-extensions.github.io/ml-model/v1.0.0/schema.json"
  ],
  "type": "Feature",
  "id": "model-item",
  "bbox": [
    34.18,
    0.47,
    34.37,
    0.71
  ],
  "geometry": {
    "type": "Polygon",
    "coordinates": [
      [
        [
          34.18,
          0.47
        ],
        [
          34.37,
          0.47
        ],
        [
          34.37,
          0.71
        ],
        [
          34.18,
          0.71
        ],
        [
          34.18,
          0.47
        ]
      ]
    ]
  },
  "collection": "containing-collection",
  "properties": {
    "datetime": null,
    "start_datetime": "2020-01-01T00:00:00Z",
    "end_datetime": "2020-12-12T23:59:59Z",
    "license": "MIT",
    "providers": [
      {
        "name": "Natural Resources Canada (Charles Authier)",
        "roles": [
          "producer"
        ],
        "email": "charles.authier@nrcan-rncan.gc.ca",
        "url": "https://nrcan-rncan.gc.ca"
      }
    ],
    "ml-model:type": "ml-model",
    "ml-model:learning_approach": "supervised",
    "ml-model:prediction_type": "object-detection",
    "ml-model:architecture": "RCNN",
    "ml-model:training-processor-type": "gpu",
    "ml-model:training-os": "linux"
  },
  "links": [
    {
      "rel": "collection",
      "href": "./collection.json",
      "type": "application/json",
      "title": "Containing Collection"
    },
    {
      "rel": "root",
      "href": "./collection.json",
      "type": "application/json",
      "title": "Containing Collection"
    },
    {
      "rel": "parent",
      "href": "./collection.json",
      "type": "application/json",
      "title": "Containing Collection"
    },
    {
      "rel": "ml-model:inferencing-image",
      "href": "registry.hub.docker.com/my-user/my-inferencing-model:v1",
      "type": "docker-image",
      "title": "My Model (v1)"
    },
    {
      "rel": "ml-model:training-image",
      "href": "registry.hub.docker.com/my-user/my-training-model:v1",
      "type": "docker-image",
      "title": "Image for Training Model"
    },
    {
      "rel": "ml-model:train-data",
      "href": "https://some-domain.com/training-data/collection.json",
      "type": "application/json",
      "title": "Training Data"
    },
    {
      "rel": "ml-model:test-data",
      "href": "https://some-domain.com/test-data/collection.json",
      "type": "application/json",
      "title": "Test Data"
    }
  ],
  "assets": {
    "model": {
      "href": "./inferencing.yml",
      "type": "text/x-yaml; application=compose",
      "title": "Model inferencing runtime",
      "roles": [
        "ml-model:inference-runtime"
      ]
    },
    "other": {
      "href": "https://some-domain.com/another/thing.json",
      "type": "application/json",
      "title": "Some other asset"
    }
  }
}