Created
October 2, 2022 21:39
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def getGeojson(): | |
# Store the mask coordinates into a geojson file | |
bounds = getImgBounds() | |
dataset = rasterio.open(png_path) | |
bands = [1] | |
data = dataset.read(bands) | |
transform = rasterio.transform.from_bounds(bounds[0], bounds[1], bounds[2], bounds[3], data.shape[1], data.shape[2]) | |
crs = rasterio.crs.CRS({"init": "epsg:4326"}) # 3857 Google Maps Projection 4326 World wide (3D) | |
with MemoryFile() as memfile: | |
meta = {"count": 1, "width": data.shape[1], "height": data.shape[2], "transform": transform, "nodata": 0, "crs": crs, "dtype":data.dtype} | |
with memfile.open(driver='GTiff', **meta) as dataset: | |
dataset.write(data) | |
band=dataset.read() | |
mask = band!= 0 | |
shapes = features.shapes(band, mask=mask, transform=transform) | |
fc = ({"geometry": shape, "properties": {"value": value}} for shape, value in shapes) | |
gdf = gpd.GeoDataFrame.from_features(fc) #.to_file(os.path.join(self.output_path, f'm_{self.lat}_{self.lng}.geojson'), driver='GeoJSON') | |
gdf.crs = "epsg:4326" | |
return gdf |
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