minigrida/descriptors/dfc_aps.py

30 lines
815 B
Python

import numpy as np
import yaml
import sys
sys.path.append('..')
import ld2dap
def run(rasters, treshold=1e4, areas=None, sd=None, moi=None):
# Parse attribute type
treshold = float(treshold)
areas = None if areas is None else np.array(areas).astype(np.float).astype(np.int)
sd = None if sd is None else np.array(sd).astype(np.float)
moi = None if moi is None else np.array(moi).astype(np.float)
# APs Pipelines
loader = ld2dap.LoadTIFF(rasters)
dfc_filter = ld2dap.Treshold(treshold)
dfc_filter.input = loader
aps = ld2dap.AttributeProfiles(area=areas, sd=sd, moi=moi)
aps.input = dfc_filter
out_vectors = ld2dap.RawOutput()
out_vectors.input = aps
# Compute vectors
out_vectors.run()
return out_vectors.data
def version():
return 'v0.0'