diff --git a/bob/bio/face/database/replaymobile.py b/bob/bio/face/database/replaymobile.py
index 2ebac35662bca566733437057f1ef2e82d040a23..1cb4f1acce08a95b80b104470bf0050c232fd8f1 100644
--- a/bob/bio/face/database/replaymobile.py
+++ b/bob/bio/face/database/replaymobile.py
@@ -75,7 +75,6 @@ class ReplayMobileCSVFrameSampleLoader(CSVToSampleLoaderBiometrics):
dataset_original_directory=dataset_original_directory,
)
self.reference_id_equal_subject_id = reference_id_equal_subject_id
- self.references_list = []
def convert_row_to_sample(self, row, header):
"""Creates a sample given a row of the CSV protocol definition."""
@@ -88,25 +87,10 @@ class ReplayMobileCSVFrameSampleLoader(CSVToSampleLoaderBiometrics):
raise ValueError(f"`subject_id` not available in {header}")
if "should_flip" not in fields:
raise ValueError(f"`should_flip` not available in {header}")
- if "purpose" not in fields:
- raise ValueError(f"`purpose` not available in {header}")
kwargs = {k: fields[k] for k in fields.keys() - {"id", "should_flip"}}
- # Retrieve the references list
- if (
- fields["purpose"].lower() == "enroll"
- and fields["reference_id"] not in self.references_list
- ):
- self.references_list.append(fields["reference_id"])
- # Set the references list in the probes for vanilla-biometrics
- if fields["purpose"].lower() != "enroll":
- if fields["attack_type"]:
- # Attacks are only compare to their target (no `spoof_neg`)
- kwargs["references"] = [fields["reference_id"]]
- else:
- kwargs["references"] = self.references_list
- # One row leads to multiple samples (different frames)
+ # One row creates one samples (=> one comparison because of `is_sparse`)
return DelayedSample(
functools.partial(
load_frame_from_file_replaymobile,
@@ -246,7 +230,10 @@ class ReplayMobileBioDatabase(CSVDataset):
):
if protocol_definition_path is None:
# Downloading database description files if it is not specified
- proto_def_name = "bio-face-replaymobile-img-3a584a97.tar.gz"
+ proto_def_hash = "6cd66a5e"
+ proto_def_name = (
+ f"database-protocols-replaymobile-img-{proto_def_hash}.tar.gz"
+ )
proto_def_urls = [
f"https://www.idiap.ch/software/bob/data/bob/bob.bio.face/{proto_def_name}",
f"http://www.idiap.ch/software/bob/data/bob/bob.bio.face/{proto_def_name}",
@@ -255,7 +242,7 @@ class ReplayMobileBioDatabase(CSVDataset):
filename=proto_def_name,
urls=proto_def_urls,
cache_subdir="datasets",
- file_hash="3a584a97",
+ file_hash=proto_def_hash,
)
if data_path is None:
@@ -268,7 +255,10 @@ class ReplayMobileBioDatabase(CSVDataset):
)
if annotations_path is None:
- annot_name = "annotations-replaymobile-mtcnn-9cd6e452.tar.xz"
+ annot_hash = "9cd6e452"
+ annot_name = (
+ f"annotations-replaymobile-mtcnn-{annot_hash}.tar.xz"
+ )
annot_urls = [
f"https://www.idiap.ch/software/bob/data/bob/bob.pad.face/{annot_name}",
f"http://www.idiap.ch/software/bob/data/bob/bob.pad.face/{annot_name}",
@@ -277,7 +267,7 @@ class ReplayMobileBioDatabase(CSVDataset):
filename=annot_name,
urls=annot_urls,
cache_subdir="annotations",
- file_hash="9cd6e452",
+ file_hash=annot_hash,
)
logger.info(
@@ -299,7 +289,7 @@ class ReplayMobileBioDatabase(CSVDataset):
annotation_extension=annotations_extension,
),
),
- fetch_probes=False,
+ is_sparse=True,
**kwargs,
)
self.annotation_type = "eyes-center"
diff --git a/bob/bio/face/test/test_databases.py b/bob/bio/face/test/test_databases.py
index cd937af4a41fe1c277590044b2d69b5d967c5caf..59d10423c6e7389ba138ad93f3090b7ec21d8e10 100644
--- a/bob/bio/face/test/test_databases.py
+++ b/bob/bio/face/test/test_databases.py
@@ -26,7 +26,6 @@ from bob.bio.base.test.utils import db_available
from bob.bio.base.test.test_database_implementations import check_database
import bob.core
from bob.extension.download import get_file
-from nose.plugins.skip import SkipTest
from bob.extension import rc
logger = bob.core.log.setup("bob.bio.face")
@@ -277,9 +276,7 @@ def test_replaymobile():
database = bob.bio.base.load_resource(
"replaymobile-img", "database", preferred_package="bob.bio.face"
)
- samples = database.all_samples(groups=("dev", "eval"))
- assert len(samples) == 8300, len(samples)
- sample = samples[0]
+ sample = database.probes()[0][0]
assert hasattr(sample, "annotations")
assert "reye" in sample.annotations
assert "leye" in sample.annotations
@@ -289,20 +286,19 @@ def test_replaymobile():
assert len(database.references(group="eval")) == 12
assert len(database.probes()) == 4160
assert len(database.probes(group="eval")) == 3020
- try:
+ # Only if data is available
+ if rc.get("bob.db.replaymobile.directory", None):
assert sample.annotations == {
- "bottomright": [785, 395],
- "topleft": [475, 167],
- "leye": [587, 336],
- "reye": [588, 238],
- "mouthleft": [705, 252],
- "mouthright": [706, 326],
- "nose": [643, 295],
+ "bottomright": [734, 407],
+ "topleft": [436, 182],
+ "leye": [541, 350],
+ "reye": [540, 245],
+ "mouthleft": [655, 254],
+ "mouthright": [657, 338],
+ "nose": [591, 299],
}
assert sample.data.shape == (3, 1280, 720)
- assert sample.data[0, 0, 0] == 87
- except RuntimeError as e:
- raise SkipTest(e)
+ assert sample.data[0, 0, 0] == 110
@pytest.mark.skipif(