Ensemble Workflow

About:

• This workflow is to generate the inference of tif file using the model(s).
• We can generate inference for tif files(400X400 px) using a single as well as multiple(ensembled) model.
• The overall workflow is handled using the config file.
• Works for both 8 band tif or 4 band tif file.
• The output of the workflow is:
  1. A CSV file having inference annotation data for every tif file.
  2. Inference results on the image(Extract RGB bands from tif file )
  3. Point data shapefiles, for each tif file, denoting the location of trees.
  4. Inference shapefiles, for each tif file, denoting the bounding box around detected trees.
  5. Combined inference shapefile to cover the bigger area in a single file.
  6. Combine point data shapefiles to cover the bigger area in a single file