'''
frame_of_deep_blobs = { # initialize frame_of_deep_blobs
'blob_': [],
'params': {
'I': frame_of_blobs['I'],
'G': frame_of_blobs['G'],
'Dy': frame_of_blobs['Dy'],
'Dx': frame_of_blobs['Dx'],
# deeper params are initialized when they are fetched
}),
}
for blob in frame_of_blobs['blob_']: # evaluate recursive sub-clustering in each blob, via cluster_eval -> intra_fork
if blob['Dert']['G'] > aveB: # +G blob directly calls intra_fork(comp_g), no immediate sub-clustering
intra_fork(blob, aveF, aveC, aveB, ave, rng * 2 + 1, 1, fig=0, fa=0) # nI = 1: g
elif -blob['Dert']['G'] > aveB: # -G blob, sub-clustering by -vg for rng+ eval
cluster_eval(blob, aveF, aveC, aveB, ave, rng + 1, 2, fig=0, fa=0) # cluster by -g for rng+, idiomatic crit=2: not index
frame_of_deep_blobs['blob_'].append(blob)
frame_of_deep_blobs['params'][1:] += blob['params'][1:] # incorrect, for selected blob params only?
'''
# DEBUG -------------------------------------------------------------------
from utils import map_frame
cv2.imwrite("../images/blobs.bmp", map_frame(frame_of_blobs))
# END DEBUG ---------------------------------------------------------------
end_time = time() - start_time
print(end_time)
# -----------------------------------------------------------------------------
# Main
if __name__ == '__main__':
image = imread(image_path).astype(int)
start_time = time()
frame_of_blobs = image_to_blobs(image)
'''
frame_of_blobs = [ # evaluate for deeper sub-clustering within each blob, recursively
for blob in frame_of_blobs:
if blob['Dert']['G'] > aveB: # +G blob, exclusive g- sub-clustering for der+ eval
cluster_eval(blob, aveF, aveC, aveB, ave, rng * 2 + 1, 1, fig=0, fa=0) # cluster by g
elif -blob['Dert']['G'] > aveB: # -G blob, exclusive m- sub-clustering for rng+ eval
cluster_eval(blob, aveF, aveC, aveB, ave, rng + 1, 2, fig=0, fa=0) # cluster by m, defined in form_P
]
'''
# DEBUG -------------------------------------------------------------------
if DEBUG:
from utils import draw, map_frame
draw("./../visualization/images/blobs", map_frame(frame_of_blobs))
# from intra_blob_test import intra_blob
# intra_blob(frame_of_blobs[1])
# END DEBUG ---------------------------------------------------------------
end_time = time() - start_time
print(end_time)