# ===============================================================================
# action: bowhist
# ===============================================================================
#
# extract bow histograms
#
if (args['action'] == 'bowhist') or (args['action'] == 'all'):
print "\n=== extract BoW Histograms from directory {0} ===\n".format(args['dir'])
dir = args['dir']
if len(args['featdir']) > 0:
dir = args['featdir']
MatchboxLib.extractBoWHistograms(config,args['dir'], args['threads'], dir)
# ===============================================================================
# action: compare
# ===============================================================================
#
# compare bow histograms and display duplicates
#
if (args['action'] == 'compare') or (args['action'] == 'all'):
print "\n=== compare images from directory {0} ===\n".format(dir)
dir = args['dir']
if len(args['featdir']) > 0:
dir = args['featdir']
# ===============================================================================
# action: bowhist
# ===============================================================================
#
# extract bow histograms
#
if (args['action'] == 'bowhist') or (args['action'] == 'all'):
print "\n=== extract BoW Histograms from directory {0} ===\n".format(args['dir'])
feature_directory = args['dir']
if len(args['featdir']) > 0:
feature_directory = args['featdir']
MatchboxLib.extractBoWHistograms(config, args['dir'], args['threads'], feature_directory, args['binary'])
# ===============================================================================
# action: compare
# ===============================================================================
#
# compare bow histograms and display duplicates
#
if (args['action'] == 'compare') or (args['action'] == 'all'):
print "\n=== compare images from directory {0} ===\n".format(args['dir'])
feature_directory = args['dir']
if len(args['featdir']) > 0:
feature_directory = args['featdir']
# extract features for collection 1
print "\n=== extracting features from directory {0} ===\n".format(args['dir1'])
MatchboxLib.extractFeatures(config, args['dir1'], args['sdk'],args['threads'], args['clahe'], feat_dir1, "SIFTComparison")
# extract features for collection 2
print "\n=== extracting features from directory {0} ===\n".format(args['dir2'])
MatchboxLib.extractFeatures(config, args['dir2'], args['sdk'],args['threads'], args['clahe'], feat_dir2, "SIFTComparison")
print "\n=== calculating Bag of Words ===\n".format(args['dir2'])
if not os.path.exists("{0}/bow.xml".format(feat_dir1)):
MatchboxLib.calculateBoW(config, feat_dir1, args['filter'], args['precluster'])
print "\n=== Searching for referencing images in both collections ===\n"
print "... extract BoW Histograms of collection2"
MatchboxLib.extractBoWHistograms(config,args['dir1'], args['threads'], feat_dir1, "{0}/bow.xml".format(feat_dir1))
MatchboxLib.extractBoWHistograms(config,args['dir2'], args['threads'], feat_dir2, "{0}/bow.xml".format(feat_dir1))
# if (args['action'] == 'duplicates') or (args['action'] == 'all'):
#
## print "\n=== Searching for duplicates ===\n"
#
#
# # calculating Bag of Words
# print "\n=== Bag of Words Processing ===\n"
#
# if not os.path.exists("{0}/col1/bow.xml".format(args['featdir'])):
# MatchboxLib.calculateBoW(config, "{0}/col1".format(args['featdir']), args['filter'], args['precluster'])
#
# print "... extract BoW Histograms from collection 1"
args['precluster'], args['bowsize'],
args['verbose'], args['binary'])
# ===============================================================================
# action: bowhist
# ===============================================================================
#
# extract bow histograms
#
if (args['action'] == 'bowhist') or (args['action'] == 'all'):
print "\n=== extract BoW Histograms from directory {0} ===\n".format(
collection_directory)
MatchboxLib.extractBoWHistograms(config, collection_directory,
args['threads'], feature_directory,
args['binary'])
# ===============================================================================
# action: compare
# ===============================================================================
#
# compare bow histograms and display duplicates
#
if (args['action'] == 'compare') or (args['action'] == 'all'):
print "\n=== compare images from directory {0} ===\n".format(
args['dir'])
MatchboxLib.pyFindDuplicates_SpatialVerification_fast(
config, feature_directory, args['threads'], args['binary'],
# extract features for collection 2
print "\n=== extracting features from directory {0} ===\n".format(args["dir2"])
MatchboxLib.extractFeatures(
config, args["dir2"], args["sdk"], args["threads"], args["clahe"], feat_dir2, "SIFTComparison"
)
print "\n=== calculating Bag of Words ===\n".format(args["dir2"])
if not os.path.exists("{0}/bow.xml".format(feat_dir1)):
MatchboxLib.calculateBoW(config, feat_dir1, args["filter"], args["precluster"])
print "\n=== Searching for referencing images in both collections ===\n"
print "... extract BoW Histograms of collection2"
MatchboxLib.extractBoWHistograms(
config, args["dir1"], args["threads"], feat_dir1, "{0}/bow.xml".format(feat_dir1)
)
MatchboxLib.extractBoWHistograms(
config, args["dir2"], args["threads"], feat_dir2, "{0}/bow.xml".format(feat_dir1)
)
# if (args['action'] == 'duplicates') or (args['action'] == 'all'):
#
## print "\n=== Searching for duplicates ===\n"
#
#
# # calculating Bag of Words
# print "\n=== Bag of Words Processing ===\n"
#
# if not os.path.exists("{0}/col1/bow.xml".format(args['featdir'])):
# MatchboxLib.calculateBoW(config, "{0}/col1".format(args['featdir']), args['filter'], args['precluster'])