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src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/train_ubm.py   antispoofing.verification.gmm(Download)
 
    # grab all files in the train/enrollment subset
    more_files = db.files(directory=inputdir, extension='.hdf5',
        cls=('enroll'), groups=('train'),)
    train_files.extend(more_files.values())

src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/build_score_files.py   antispoofing.verification.gmm(Download)
  print "Querying database for model names...",
  sys.stdout.flush()
  client_dict = db.files(cls='enroll', groups=('devel'))
  dev_client = set()
  for key, value in client_dict.iteritems():
    client_id = value.split('_')[0].split('/')[2]
    dev_client.add(client_id)
  dev_client = sorted(list(dev_client))
  client_dict = db.files(cls='enroll', groups=('test'))
  sys.stdout.flush()
  if not args.protocol:
    dev_real_dict = db.files(cls='real', groups=('devel'))
  else:
    dev_real_dict = db.files(cls=('real', 'attack'), groups=('devel'),
  sys.stdout.flush()
  if not args.protocol:
    test_real_dict = db.files(cls='real', groups=('test'))
  else:
    test_real_dict = db.files(cls=('real', 'attack'), groups=('test'),

src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/feature_extract.py   antispoofing.verification.gmm(Download)
  import bob
  db = bob.db.replay.Database()
  files = db.files(cls=('real', 'attack', 'enroll'),
      directory=args.inputdir, extension='.mov')
 

src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/score.py   antispoofing.verification.gmm(Download)
  sys.stdout.flush()
 
  devel_enroll_list = db.files(cls='enroll', groups=('devel',))
  devel_client_list = set()
  for key, value in devel_enroll_list.iteritems():
  print "%d (devel) models" % len(devel_client_list)
 
  test_enroll_list = db.files(cls='enroll', groups=('test'))
  test_client_list = set()
  for key, value in test_enroll_list.iteritems():

src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/generate_statistics.py   antispoofing.verification.gmm(Download)
 
  # Run for attacks and real-accesses for the development and test groups
  process = db.files(cls=('attack','real'), groups=('devel', 'test'))
 
  # finally, if we are on a grid environment, just find what I have to process.

src/a/n/antispoofing.verification.gmm-1.0.2/antispoofing/verification/gmm/script/enrol.py   antispoofing.verification.gmm(Download)
 
  # Enrollment files
  process = db.files(cls="enroll", groups=("devel", "test"))
 
  # Temporary hack to get model ids - note: there is no client data that can be