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Commit 7579be17 authored by Tiago de Freitas Pereira's avatar Tiago de Freitas Pereira
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Added baselines as resources

parent 35a3b6bb
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bob/bio/face/test/test_baseline.py
View file @ 7579be17
......@@ -2,7 +2,7 @@ from bob.extension.config import load
import pkg_resources
import numpy as np
from bob.pipelines import Sample, SampleSet
from bob.bio.base import load_resource
def get_fake_sample(face_size=(160, 160), eyes={"leye": (46, 107), "reye": (46, 53)}):
......@@ -12,10 +12,7 @@ def get_fake_sample(face_size=(160, 160), eyes={"leye": (46, 107), "reye": (46,
def test_facenet_baseline():
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/facenet.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("facenet_sanderberg", "baseline")
fake_sample = get_fake_sample()
......@@ -25,10 +22,7 @@ def test_facenet_baseline():
def test_inception_resnetv2_msceleb():
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/inception_resnetv2_msceleb.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("inception_resnetv2_msceleb", "baseline")
fake_sample = get_fake_sample()
......@@ -38,10 +32,7 @@ def test_inception_resnetv2_msceleb():
def test_inception_resnetv2_casiawebface():
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/inception_resnetv2_casiawebface.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("inception_resnetv2_casiawebface", "baseline")
fake_sample = get_fake_sample()
......@@ -51,10 +42,7 @@ def test_inception_resnetv2_casiawebface():
def test_inception_resnetv1_msceleb():
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/inception_resnetv1_msceleb.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("inception_resnetv1_msceleb", "baseline")
fake_sample = get_fake_sample()
......@@ -64,10 +52,7 @@ def test_inception_resnetv1_msceleb():
def test_inception_resnetv1_casiawebface():
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/inception_resnetv1_casiawebface.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("inception_resnetv1_casiawebface", "baseline")
fake_sample = get_fake_sample()
......@@ -79,11 +64,7 @@ def test_inception_resnetv1_casiawebface():
def test_arcface_insight_tf():
import tensorflow as tf
tf.compat.v1.reset_default_graph()
config_name = pkg_resources.resource_filename(
"bob.bio.face", "config/baseline/arcface_insight_tf.py"
)
transformer = load([config_name]).transformer
transformer = load_resource("arcface_insight_tf", "baseline")
fake_sample = get_fake_sample()
......
setup.py
View file @ 7579be17
......@@ -103,8 +103,6 @@ setup(
# scripts should be declared using this entry:
'console_scripts': [
'baselines.py = bob.bio.face.script.baselines:main',
'display_face_annotations.py = bob.bio.face.script.display_face_annotations:main',
],
'bob.bio.database': [
......@@ -143,62 +141,14 @@ setup(
'mtcnn = bob.bio.face.config.annotator.mtcnn:annotator',
],
'bob.bio.preprocessor': [
'base = bob.bio.face.config.preprocessor.base:preprocessor', # simple color conversion
'face-crop-eyes = bob.bio.face.config.preprocessor.face_crop_eyes:preprocessor', # face crop
'landmark-detect = bob.bio.face.config.preprocessor.face_detect:preprocessor',
# face detection + landmark detection + cropping
'face-detect = bob.bio.face.config.preprocessor.face_detect:preprocessor_no_eyes',
# face detection + cropping
'inorm-lbp-crop = bob.bio.face.config.preprocessor.inorm_lbp:preprocessor', # face crop + inorm-lbp
'tan-triggs-crop = bob.bio.face.config.preprocessor.tan_triggs:preprocessor', # face crop + Tan&Triggs
'histogram-crop = bob.bio.face.config.preprocessor.histogram_equalization:preprocessor',
# face crop + histogram equalization
'self-quotient-crop= bob.bio.face.config.preprocessor.self_quotient_image:preprocessor',
# face crop + self quotient image
'inorm-lbp-landmark = bob.bio.face.config.preprocessor.inorm_lbp:preprocessor_landmark',
# face detection + landmark detection + cropping + inorm-lbp
'tan-triggs-landmark = bob.bio.face.config.preprocessor.tan_triggs:preprocessor_landmark',
# face detection + landmark detection + cropping + Tan&Triggs
'histogram-landmark = bob.bio.face.config.preprocessor.histogram_equalization:preprocessor_landmark',
# face detection + landmark detection + cropping + histogram equalization
'self-quotient-landmark = bob.bio.face.config.preprocessor.self_quotient_image:preprocessor_landmark',
# face detection + landmark detection + cropping + self quotient image
'inorm-lbp = bob.bio.face.config.preprocessor.inorm_lbp:preprocessor_no_crop',
# inorm-lbp w/o face-crop
'tan-triggs = bob.bio.face.config.preprocessor.tan_triggs:preprocessor_no_crop',
# Tan&Triggs w/o face-crop
'histogram = bob.bio.face.config.preprocessor.histogram_equalization:preprocessor_no_crop',
# histogram equalization w/o face-crop
'self-quotient = bob.bio.face.config.preprocessor.self_quotient_image:preprocessor_no_crop',
# self quotient image w/o face-crop
],
'bob.bio.extractor': [
'dct-blocks = bob.bio.face.config.extractor.dct_blocks:extractor', # DCT blocks
'grid-graph = bob.bio.face.config.extractor.grid_graph:extractor', # Grid graph
'lgbphs = bob.bio.face.config.extractor.lgbphs:extractor', # LGBPHS
],
'bob.bio.algorithm': [
'gabor-jet = bob.bio.face.config.algorithm.gabor_jet:algorithm', # Gabor jet comparison
'histogram = bob.bio.face.config.algorithm.histogram:algorithm', # LGBPHS histograms
'bic-jets = bob.bio.face.config.algorithm.bic_jets:algorithm', # BIC on gabor jets
],
#baselines
'bob.bio.baseline':[
'lda = bob.bio.face.baseline.baseline:lda',
'plda = bob.bio.face.baseline.baseline:plda',
'gabor_graph = bob.bio.face.baseline.baseline:gabor_graph',
'lgbphs = bob.bio.face.baseline.baseline:lgbphs',
'gmm = bob.bio.face.baseline.baseline:gmm',
'isv = bob.bio.face.baseline.baseline:isv',
'ivector = bob.bio.face.baseline.baseline:ivector',
'bic = bob.bio.face.baseline.baseline:bic',
'facenet_sanderberg = bob.bio.face.config.baseline.facenet_sanderberg:transformer',
'inception_resnetv1_casiawebface = bob.bio.face.config.baseline.inception_resnetv1_casiawebface:transformer',
'inception_resnetv2_casiawebface = bob.bio.face.config.baseline.inception_resnetv2_casiawebface:transformer',
'inception_resnetv1_msceleb = bob.bio.face.config.baseline.inception_resnetv1_msceleb:transformer',
'inception_resnetv2_msceleb = bob.bio.face.config.baseline.inception_resnetv2_msceleb:transformer',
'arcface_insight_tf = bob.bio.face.config.baseline.arcface_insight_tf:transformer',
],
},
......
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