Land Cover Classification

import { geoai } from "@geobase-js/geoai";
 
// Initialize pipeline
const pipeline = await geoai.pipeline(
  [{ task: "land-cover-classification" }],
  providerParams
);
 
// Run classification
const result = await pipeline.inference({
  inputs: { polygon: myPolygon },
  postProcessingParams: { minArea: 20 },
});
 
console.log(
  `Classified ${result.classifications.features.length} land cover areas`
);

postProcessingParams: {
  minArea: 20; // Minimum area threshold for classification polygons
}

mapSourceParams: {
  zoomLevel: 15; // 14-16 recommended for land cover analysis
}

{
  geoRawImage : GeoRawImage, // Inference image
  outPutImage : GeoRawImage, // combined masks
  binaryMasks : RawImage // binary mask for each class
  detections: [   // list of FeatureCollection
    {
      type: "FeatureCollection",
      features: [
        {
          geometry: { /* tree polygon */ },
          properties: {
            class: "tree"
          }
        }
      ]
    },
    {
      type: "FeatureCollection",
      features: [
        {
          geometry: { /* agriculture polygon */ },
          properties: {
            class: "agriculture land"
          }
        }
      ]
    }
    // ... one FeatureCollection for each detected land cover class
  ]
}