diff --git a/MANIFEST.in b/MANIFEST.in
index f7d97b2eb48c464d1b2dd313a88fc49f0cee83d1..a935bf094f0da08700d41128f7c2cfb89e23f101 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,3 +1,3 @@
include README.rst bootstrap-buildout.py buildout.cfg develop.cfg LICENSE version.txt requirements.txt
recursive-include doc *.py *.rst
-recursive-include bob/bio/face/test/data *.hdf5 *.jpg *.pos *.png *.json
+recursive-include bob/bio/face/test/data *.hdf5 *.jpg *.pos *.png *.json *.tar.gz
diff --git a/bob/bio/face/database/__init__.py b/bob/bio/face/database/__init__.py
index 5787715869a07d3db5344106a6c95ec0d171142a..a7ef08a73f923b185fbe9b13e02fff77a9a9b236 100644
--- a/bob/bio/face/database/__init__.py
+++ b/bob/bio/face/database/__init__.py
@@ -12,13 +12,13 @@ from .multipie import MultipieBioDatabase
from .ijbc import IJBCBioDatabase
from .replaymobile import ReplayMobileBioDatabase
from .fargo import FargoBioDatabase
-
+from .meds import MEDSDatabase
# gets sphinx autodoc done right - don't remove it
def __appropriate__(*args):
- """Says object was actually declared here, and not in the import module.
+ """Says object was actually declared here, and not in the import module.
Fixing sphinx warnings of not being able to find classes, when path is shortened.
Parameters:
@@ -28,20 +28,22 @@ def __appropriate__(*args):
<https://github.com/sphinx-doc/sphinx/issues/3048>`
"""
- for obj in args:
- obj.__module__ = __name__
+ for obj in args:
+ obj.__module__ = __name__
+
__appropriate__(
- FaceBioFile,
- MobioBioDatabase,
- ReplayBioDatabase,
- AtntBioDatabase,
- GBUBioDatabase,
- ARFaceBioDatabase,
- LFWBioDatabase,
- MultipieBioDatabase,
- IJBCBioDatabase,
- ReplayMobileBioDatabase,
- FargoBioDatabase
+ FaceBioFile,
+ MobioBioDatabase,
+ ReplayBioDatabase,
+ AtntBioDatabase,
+ GBUBioDatabase,
+ ARFaceBioDatabase,
+ LFWBioDatabase,
+ MultipieBioDatabase,
+ IJBCBioDatabase,
+ ReplayMobileBioDatabase,
+ FargoBioDatabase,
+ MEDSDatabase,
)
-__all__ = [_ for _ in dir() if not _.startswith('_')]
+__all__ = [_ for _ in dir() if not _.startswith("_")]
diff --git a/bob/bio/face/database/meds.py b/bob/bio/face/database/meds.py
new file mode 100644
index 0000000000000000000000000000000000000000..b9cfc8e89729b09242c6167898f84e0bd3e89cc5
--- /dev/null
+++ b/bob/bio/face/database/meds.py
@@ -0,0 +1,70 @@
+#!/usr/bin/env python
+# vim: set fileencoding=utf-8 :
+# Tiago de Freitas Pereira <tiago.pereira@idiap.ch>
+
+"""
+ MEDS database implementation
+"""
+
+from bob.bio.base.database import (
+ CSVDatasetDevEval,
+ CSVDatasetDevEvalZTNorm,
+ CSVToSampleLoader,
+)
+from bob.extension import rc
+from bob.extension.download import get_file
+import bob.io.base
+from bob.bio.face.database.sample_loaders import eyes_annotations_loader
+import os
+
+
+cache_subdir = "datasets"
+filename = "meds.tar.gz"
+dataset_protocol_path = os.path.join(
+ os.path.expanduser("~"), "bob_data", cache_subdir, filename
+)
+
+
+class MEDSDatabase(CSVDatasetDevEvalZTNorm):
+ """
+ The MEDS-II (Multiple Encounter Data Set II) database interface
+
+ .. warning::
+ Use the command below to set the path of the real data::
+
+ $ bob config set bob.db.meds.directory [PATH-TO-MEDS-DATA]
+
+ Parameters
+ ----------
+
+ protocol: str
+ One of the database protocols. Options are `verification_fold1`, `verification_fold2` and `verification_fold3`
+
+ """
+
+ def __init__(self, protocol):
+
+ # Downloading model if not exists
+ urls = [
+ "https://www.idiap.ch/software/bob/databases/latest/meds.tar.gz",
+ "http://www.idiap.ch/software/bob/databases/latest/meds.tar.gz",
+ ]
+ get_file(filename, urls)
+
+ self.annotation_type = ("eyes-center",)
+ self.fixed_positions = None
+
+ database = CSVDatasetDevEval(
+ dataset_protocol_path,
+ protocol,
+ csv_to_sample_loader=CSVToSampleLoader(
+ data_loader=bob.io.base.load,
+ metadata_loader=eyes_annotations_loader,
+ dataset_original_directory=rc["bob.db.meds.directory"]
+ if rc["bob.db.meds.directory"]
+ else "",
+ extension=".jpg",
+ ),
+ )
+
+ super().__init__(database)
diff --git a/bob/bio/face/database/sample_loaders.py b/bob/bio/face/database/sample_loaders.py
new file mode 100644
index 0000000000000000000000000000000000000000..ede06158b3627ee783d73c1f9a494bcb87feba22
--- /dev/null
+++ b/bob/bio/face/database/sample_loaders.py
@@ -0,0 +1,26 @@
+#!/usr/bin/env python
+# vim: set fileencoding=utf-8 :
+
+""" Sample and Metatada loaders"""
+
+
+def eyes_annotations_loader(row, header=None):
+ """
+ Convert leye_x, leye_y, reye_x, reye_y attributes to `annotations = (leye, reye)`
+ """
+
+ def find_attribute(attribute):
+ for i, a in enumerate(header):
+ if a == attribute:
+ return i
+ else:
+ ValueError(f"Attribute not found in the dataset: {a}")
+
+ eyes = {
+ "leye": (row[find_attribute("leye_x")], row[find_attribute("leye_y")]),
+ "reye": (row[find_attribute("reye_x")], row[find_attribute("reye_y")]),
+ }
+
+ annotation = {"annotations": eyes}
+
+ return annotation
diff --git a/bob/bio/face/test/test_algorithms.py b/bob/bio/face/test/test_algorithms.py
index fbc15cefe0f4cc6db66c292248950ebd42d94c3f..ca2243baaf399ba6beb17c68c488d0e81dedf58a 100644
--- a/bob/bio/face/test/test_algorithms.py
+++ b/bob/bio/face/test/test_algorithms.py
@@ -96,8 +96,7 @@ def test_gabor_jet():
def test_histogram():
histogram = bob.bio.face.algorithm.Histogram(
- distance_function = bob.math.histogram_intersection,
- is_distance_function = False
+ distance_function=bob.math.histogram_intersection, is_distance_function=False
)
assert isinstance(histogram, bob.bio.face.algorithm.Histogram)
@@ -150,29 +149,3 @@ def test_histogram():
)
< 1e-5
)
-
-
-def test_bic_jets():
-
- similarity_function = bob.ip.gabor.Similarity("PhaseDiffPlusCanberra", bob.ip.gabor.Transform())
-
- def gabor_jet_similarities(f1, f2):
- """Computes the similarity vector between two Gabor graph features"""
- assert len(f1) == len(f2)
- return [similarity_function(f1[i], f2[i]) for i in range(len(f1))]
-
- bic = bob.bio.base.algorithm.BIC(
- # measure to compare two features in input space
- comparison_function = gabor_jet_similarities,
- # load and save functions
- read_function = bob.ip.gabor.load_jets,
- write_function = bob.ip.gabor.save_jets,
- # Limit the number of training pairs
- maximum_training_pair_count = 1000000,
- # Dimensions of intrapersonal and extrapersonal subspaces
- subspace_dimensions = (20, 20),
- multiple_model_scoring = 'max'
- )
-
- assert isinstance(bic, bob.bio.base.algorithm.BIC)
- assert isinstance(bic, bob.bio.base.algorithm.Algorithm)
diff --git a/bob/bio/face/test/test_baselines.py b/bob/bio/face/test/test_baselines.py
index ab1892d81181931c54414e57c95107a95bdbded2..4bff3b8ed6880986f49d6ad79b7046a42c06906c 100644
--- a/bob/bio/face/test/test_baselines.py
+++ b/bob/bio/face/test/test_baselines.py
@@ -42,7 +42,7 @@ def get_fake_sample_set(face_size=(160, 160), purpose="bioref"):
)
],
key=key,
- subject=key,
+ reference_id=key,
references=["1"],
)
]
@@ -54,7 +54,7 @@ def get_fake_samples_for_training():
annotations = {"reye": (131, 176), "leye": (222, 170)}
return [
- Sample(x, key=str(i), subject=str(i), annotations=annotations)
+ Sample(x, key=str(i), reference_id=str(i), annotations=annotations)
for i, x in enumerate(data)
]
diff --git a/bob/bio/face/test/test_databases.py b/bob/bio/face/test/test_databases.py
index ee2c9651c0673ac92da818ed238de2672063b25c..856ac9f0134d224bb6151915f30501ed49d3f6d9 100644
--- a/bob/bio/face/test/test_databases.py
+++ b/bob/bio/face/test/test_databases.py
@@ -22,16 +22,23 @@ from nose.plugins.skip import SkipTest
import bob.bio.base
from bob.bio.base.test.utils import db_available
-from bob.bio.base.test.test_database_implementations import check_database, check_database_zt
+from bob.bio.base.test.test_database_implementations import (
+ check_database,
+ check_database_zt,
+)
import bob.core
+
logger = bob.core.log.setup("bob.bio.face")
-def _check_annotations(database, topleft=False, required=True, limit_files=None, framed=False):
+def _check_annotations(
+ database, topleft=False, required=True, limit_files=None, framed=False
+):
database_legacy = database.database
files = database_legacy.all_files()
if limit_files is not None:
import random
+
files = random.sample(files, limit_files)
found_none = False
@@ -45,118 +52,168 @@ def _check_annotations(database, topleft=False, required=True, limit_files=None,
# take one of the frames
annotations = annotations[list(annotations.keys())[0]]
if topleft:
- assert 'topleft' in annotations
- assert 'bottomright' in annotations
+ assert "topleft" in annotations
+ assert "bottomright" in annotations
else:
- assert 'reye' in annotations
- assert 'leye' in annotations
+ assert "reye" in annotations
+ assert "leye" in annotations
else:
found_none = True
if found_none:
logger.warn("Some annotations were None for {}".format(database_legacy.name))
-@db_available('arface')
+@db_available("arface")
def test_arface():
database = bob.bio.base.load_resource(
- 'arface', 'database', preferred_package='bob.bio.face')
+ "arface", "database", preferred_package="bob.bio.face"
+ )
try:
- check_database(database, groups=('dev', 'eval'))
+ check_database(database, groups=("dev", "eval"))
except IOError as e:
raise SkipTest(
- "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('atnt')
+@db_available("atnt")
def test_atnt():
database = bob.bio.base.load_resource(
- 'atnt', 'database', preferred_package='bob.bio.face')
+ "atnt", "database", preferred_package="bob.bio.face"
+ )
try:
check_database(database)
except IOError as e:
raise SkipTest(
- "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('gbu')
+@db_available("gbu")
def test_gbu():
database = bob.bio.base.load_resource(
- 'gbu', 'database', preferred_package='bob.bio.face')
+ "gbu", "database", preferred_package="bob.bio.face"
+ )
try:
check_database(database, models_depend=True)
- check_database(database, protocol='Bad', models_depend=True)
- check_database(database, protocol='Ugly', models_depend=True)
+ check_database(database, protocol="Bad", models_depend=True)
+ check_database(database, protocol="Ugly", models_depend=True)
except IOError as e:
raise SkipTest(
- "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, limit_files=1000)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('lfw')
+@db_available("lfw")
def test_lfw():
database = bob.bio.base.load_resource(
- 'lfw-restricted', 'database', preferred_package='bob.bio.face')
+ "lfw-restricted", "database", preferred_package="bob.bio.face"
+ )
try:
check_database(database, training_depends=True, models_depend=True)
- check_database(database, groups=('dev', 'eval'),
- protocol='fold1', training_depends=True, models_depend=True)
- check_database(bob.bio.base.load_resource('lfw-unrestricted', 'database', preferred_package='bob.bio.face'),
- training_depends=True, models_depend=True)
+ check_database(
+ database,
+ groups=("dev", "eval"),
+ protocol="fold1",
+ training_depends=True,
+ models_depend=True,
+ )
+ check_database(
+ bob.bio.base.load_resource(
+ "lfw-unrestricted", "database", preferred_package="bob.bio.face"
+ ),
+ training_depends=True,
+ models_depend=True,
+ )
except IOError as e:
raise SkipTest(
- "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, limit_files=1000)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('mobio')
+@db_available("mobio")
def test_mobio():
database = bob.bio.base.load_resource(
- 'mobio-image', 'database', preferred_package='bob.bio.face')
+ "mobio-image", "database", preferred_package="bob.bio.face"
+ )
try:
check_database_zt(database, models_depend=True)
- check_database_zt(database, protocol='female', models_depend=True)
- check_database_zt(bob.bio.base.load_resource('mobio-male', 'database', preferred_package='bob.bio.face'),
- models_depend=True)
- check_database_zt(bob.bio.base.load_resource('mobio-female', 'database', preferred_package='bob.bio.face'),
- models_depend=True)
+ check_database_zt(database, protocol="female", models_depend=True)
+ check_database_zt(
+ bob.bio.base.load_resource(
+ "mobio-male", "database", preferred_package="bob.bio.face"
+ ),
+ models_depend=True,
+ )
+ check_database_zt(
+ bob.bio.base.load_resource(
+ "mobio-female", "database", preferred_package="bob.bio.face"
+ ),
+ models_depend=True,
+ )
except IOError as e:
raise SkipTest(
- "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, limit_files=1000)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('multipie')
+@db_available("multipie")
def test_multipie():
database = bob.bio.base.load_resource(
- 'multipie', 'database', preferred_package='bob.bio.face')
+ "multipie", "database", preferred_package="bob.bio.face"
+ )
try:
check_database_zt(database, training_depends=True)
- check_database_zt(bob.bio.base.load_resource('multipie-pose', 'database', preferred_package='bob.bio.face'),
- training_depends=True)
+ check_database_zt(
+ bob.bio.base.load_resource(
+ "multipie-pose", "database", preferred_package="bob.bio.face"
+ ),
+ training_depends=True,
+ )
except IOError as e:
raise SkipTest(
- "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
except ValueError as e:
raise SkipTest(
- "The database could not queried; probably the protocol is missing inside the db.sql3 file. Here is the error: '%s'" % e)
+ "The database could not queried; probably the protocol is missing inside the db.sql3 file. Here is the error: '%s'"
+ % e
+ )
try:
if database.database.annotation_directory is None:
@@ -164,94 +221,136 @@ def test_multipie():
_check_annotations(database)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('replay')
+@db_available("replay")
def test_replay_licit():
database = bob.bio.base.load_resource(
- 'replay-img-licit', 'database', preferred_package='bob.bio.face')
+ "replay-img-licit", "database", preferred_package="bob.bio.face"
+ )
try:
- check_database(database, groups=('dev', 'eval'))
+ check_database(database, groups=("dev", "eval"))
except IOError as e:
raise SkipTest(
- "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, topleft=True)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('replay')
+@db_available("replay")
def test_replay_spoof():
database = bob.bio.base.load_resource(
- 'replay-img-spoof', 'database', preferred_package='bob.bio.face')
+ "replay-img-spoof", "database", preferred_package="bob.bio.face"
+ )
try:
- check_database(database, groups=('dev', 'eval'))
+ check_database(database, groups=("dev", "eval"))
except IOError as e:
raise SkipTest(
- "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, topleft=True)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('replaymobile')
+@db_available("replaymobile")
def test_replaymobile_licit():
database = bob.bio.base.load_resource(
- 'replaymobile-img-licit', 'database', preferred_package='bob.bio.face')
+ "replaymobile-img-licit", "database", preferred_package="bob.bio.face"
+ )
try:
- check_database(database, groups=('dev', 'eval'))
+ check_database(database, groups=("dev", "eval"))
except IOError as e:
raise SkipTest(
- "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, topleft=True, limit_files=20)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('replaymobile')
+@db_available("replaymobile")
def test_replaymobile_spoof():
database = bob.bio.base.load_resource(
- 'replaymobile-img-spoof', 'database', preferred_package='bob.bio.face')
+ "replaymobile-img-spoof", "database", preferred_package="bob.bio.face"
+ )
try:
- check_database(database, groups=('dev', 'eval'))
+ check_database(database, groups=("dev", "eval"))
except IOError as e:
raise SkipTest(
- "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'" % e)
+ "The database could not be queried; probably the db.sql3 file is missing. Here is the error: '%s'"
+ % e
+ )
try:
_check_annotations(database, topleft=True, limit_files=20)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('ijbc')
+@db_available("ijbc")
def test_ijbc():
database = bob.bio.base.load_resource(
- 'ijbc-11', 'database', preferred_package='bob.bio.face')
+ "ijbc-11", "database", preferred_package="bob.bio.face"
+ )
try:
check_database(database, models_depend=True, training_depends=True)
except IOError as e:
- raise SkipTest(
- "The database could not queried; Here is the error: '%s'" % e)
+ raise SkipTest("The database could not queried; Here is the error: '%s'" % e)
try:
_check_annotations(database, topleft=True, limit_files=1000)
except IOError as e:
raise SkipTest(
- "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'" % e)
+ "The annotations could not be queried; probably the annotation files are missing. Here is the error: '%s'"
+ % e
+ )
-@db_available('fargo')
+
+@db_available("fargo")
def test_fargo():
database = bob.bio.base.load_resource(
- 'fargo', 'database', preferred_package='bob.bio.face')
+ "fargo", "database", preferred_package="bob.bio.face"
+ )
try:
check_database(database)
except IOError as e:
- raise SkipTest(
- "The database could not queried; Here is the error: '%s'" % e)
+ raise SkipTest("The database could not queried; Here is the error: '%s'" % e)
+
+
+def test_meds():
+ from bob.bio.face.database import MEDSDatabase
+
+ database = MEDSDatabase("verification_fold1")
+
+ assert len(database.background_model_samples()) == 234
+ assert len(database.references()) == 111
+ assert len(database.probes()) == 313
+
+ assert len(database.references(group="dev"))
+ assert len(database.zprobes()) == 80
+ assert len(database.treferences()) == 80
+
+ assert len(database.references(group="eval")) == 112
+ assert len(database.probes(group="eval")) == 309
diff --git a/bob/bio/face/test/test_embeddings.py b/bob/bio/face/test/test_embeddings.py
index 646bb85f8d18d3cffecee98c2ddc68da6fbcbcc8..ca88c315d4d8abf8045d230a921e04bd75c27029 100644
--- a/bob/bio/face/test/test_embeddings.py
+++ b/bob/bio/face/test/test_embeddings.py
@@ -40,7 +40,7 @@ def test_idiap_inceptionv2_msceleb_memory_demanding():
reference = bob.io.base.load(
pkg_resources.resource_filename(
- "bob.bio.face.test", "data/inception_resnet_v2_rgb.hdf5"
+ "bob.bio.face.test", "data/inception_resnet_v2_msceleb_rgb.hdf5"
)
)
np.random.seed(10)
diff --git a/bob/bio/face/test/test_scripts.py b/bob/bio/face/test/test_scripts.py
index 4c8345b74082643df958db0d11669fbdc4d8f671..0ddefc76d6930c1e17a54767366d14beaf3f511e 100644
--- a/bob/bio/face/test/test_scripts.py
+++ b/bob/bio/face/test/test_scripts.py
@@ -4,36 +4,45 @@ import tempfile
import shutil
import os
+
def test_display_annotations():
from bob.bio.face.script.display_face_annotations import display_face_annotations
+
try:
tmp_dir = tempfile.mkdtemp(prefix="bobtest_")
annotations_dir = pkg_resources.resource_filename(
- "bob.bio.face.test",
- "data/annotations/"
+ "bob.bio.face.test", "data/annotations/"
)
runner = CliRunner()
result = runner.invoke(
display_face_annotations,
args=(
- '--database', 'dummy',
- '--groups', 'world', '--groups', 'dev',
- '--annotations-dir', annotations_dir,
- '--output-dir', tmp_dir, '--keep-all',
- '--self-test',
- )
+ "--database",
+ "dummy",
+ "--groups",
+ "train",
+ "--groups",
+ "dev",
+ "--annotations-dir",
+ annotations_dir,
+ "--output-dir",
+ tmp_dir,
+ "--keep-all",
+ "--self-test",
+ ),
)
assertion_error_message = (
- 'Command exited with this output: `{}\' \n'
- 'If the output is empty, you can run this script locally to see '
- 'what is wrong:\n'
- '$ bob bio display_face_annotations -vvv -d dummy -g world -g dev -a ./annotations/ -o /tmp/temp_annotated'
- ''.format(result.output))
+ "Command exited with this output: `{}' \n"
+ "If the output is empty, you can run this script locally to see "
+ "what is wrong:\n"
+ "$ bob bio display-face-annotations -vvv -d dummy -g train -g dev -a ./annotations/ -o /tmp/temp_annotated"
+ "".format(result.output)
+ )
assert result.exit_code == 0, assertion_error_message
# Checks if an annotated sample exists
- sample_1_path = os.path.join(tmp_dir, "s1","1.png")
+ sample_1_path = os.path.join(tmp_dir, "s1", "1.png")
assertion_error_message = "File '{}' not created.".format(sample_1_path)
assert os.path.isfile(sample_1_path), assertion_error_message
diff --git a/doc/implemented.rst b/doc/implemented.rst
index ee0af21d26b1c13033a9d5d395a9a3dca6fc6f80..e1f29a24a187427b61f265d738ab8fb0f304034c 100644
--- a/doc/implemented.rst
+++ b/doc/implemented.rst
@@ -20,6 +20,7 @@ Databases
bob.bio.face.database.LFWBioDatabase
bob.bio.face.database.MultipieBioDatabase
bob.bio.face.database.FargoBioDatabase
+ bob.bio.face.database.meds.MEDSDatabase
Face Image Annotators