config.yml

# Configuration

# -------- Geocoder --------
# Your Bing API key to geocode addresses. Only needed if you run the final pipeline step, i.e. "run_registry_creator: 1"
bing_key:

# -------- Area of interest --------
# Specify the county for which you would like to run the analysis. Feel free to replace "Essen" by any other name from the list of available counties.
county4analysis: Viersen

# -------- Pipeline --------
# Which part of the pipeline do you want to execute?
run_tile_creator: 1

run_tile_downloader: 1

run_tile_processor: 1

run_tile_coords_updater: 0

run_registry_creator: 1

# -------- Data --------
# Geo-referenced polygon data for all counties in NRW
nrw_county_data_path: data/nrw_county_data/nrw_counties.geojson

# DIR where tiles are saved
tile_dir: data/tiles

# Path to rooftop data file for
rooftop_data_dir: data/nrw_rooftop_data/

# -------- Model Configuration --------
# Classification threshold
cls_threshold: 0.68

# Segmentation threshold:
seg_threshold: 0.55

# Input resolution for CNN, is fixed for Inception-v3
input_size: 299

# Batch size should be as large as possible to speed up the classification process
batch_size: 2

# -------- Model Checkpoint --------
# Path for loading classification model weights
cls_checkpoint_path: models/classification/inceptionv3_weights.tar

# Path for loading segmentation model weights
seg_checkpoint_path: models/segmentation/deeplabv3_weights.tar