From eb9c26f713b44d07b3d7716b4465775f8e117ad8 Mon Sep 17 00:00:00 2001 From: Olegs NIKISINS <onikisins@italix03.idiap.ch> Date: Mon, 9 Oct 2017 13:37:33 +0200 Subject: [PATCH] Removed temp stuff from setup.py, cleaning of sporse coding algorithms --- MANIFEST.in | 1 + .../extractor/video_hist_of_sparse_codes.py | 16 -- .../dictionary_front_10_5_128.hdf5 | Bin 0 -> 27744 bytes .../dictionaries/dictionary_hor_10_5_128.hdf5 | Bin 0 -> 53344 bytes .../dictionary_vert_10_5_128.hdf5 | Bin 0 -> 53344 bytes .../preprocessor/video_sparse_coding.py | 122 +--------- .../face/extractor/VideoHistOfSparseCodes.py | 216 ------------------ bob/pad/face/extractor/__init__.py | 3 +- setup.py | 72 ------ 9 files changed, 14 insertions(+), 416 deletions(-) delete mode 100644 bob/pad/face/config/extractor/video_hist_of_sparse_codes.py create mode 100644 bob/pad/face/config/preprocessor/dictionaries/dictionary_front_10_5_128.hdf5 create mode 100644 bob/pad/face/config/preprocessor/dictionaries/dictionary_hor_10_5_128.hdf5 create mode 100644 bob/pad/face/config/preprocessor/dictionaries/dictionary_vert_10_5_128.hdf5 delete mode 100644 bob/pad/face/extractor/VideoHistOfSparseCodes.py diff --git a/MANIFEST.in b/MANIFEST.in index ed3e0afe..d68a105d 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -1,4 +1,5 @@ include README.rst bootstrap-buildout.py buildout.cfg COPYING version.txt requirements.txt recursive-include bob/pad/face/lists *.* +recursive-include bob/pad/face/config/preprocessor/dictionaries *.hdf5 recursive-include doc *.py *.rst *.ico *.png recursive-include bob/pad/face/test/data *.hdf5 *.png diff --git a/bob/pad/face/config/extractor/video_hist_of_sparse_codes.py b/bob/pad/face/config/extractor/video_hist_of_sparse_codes.py deleted file mode 100644 index 6cce7e45..00000000 --- a/bob/pad/face/config/extractor/video_hist_of_sparse_codes.py +++ /dev/null @@ -1,16 +0,0 @@ -#!/usr/bin/env python - -from bob.pad.face.extractor import VideoHistOfSparseCodes - - -#======================================================================================= -# Define instances here: - -METHOD = "mean" -extractor_mean = VideoHistOfSparseCodes(method = METHOD) - - -METHOD = "hist" -extractor_hist = VideoHistOfSparseCodes(method = METHOD) - - diff --git a/bob/pad/face/config/preprocessor/dictionaries/dictionary_front_10_5_128.hdf5 b/bob/pad/face/config/preprocessor/dictionaries/dictionary_front_10_5_128.hdf5 new file mode 100644 index 0000000000000000000000000000000000000000..c45383582a2741a9ec7b4cf72b3e4b0789ac9b26 GIT binary patch literal 27744 zcmeD5aB<`1lHy_j0S*oZ76t(j3y%LoK|&5h2+I8r;W02IKpBisx&unDV1h6h89<PM zK?1^M5QLhKt}Z0V)s=yPkpX5tjD~7sFkpeOI3Uz0Il@A~!__eW<mCtu!N34bMGOol zpy>=M%#e~;k_ckM(xV56Ljh)FU}FHA1tvf#R0C`pBNIfR0nB4ykc86cd}am-uzo=W zdj?3_bzm^zW-$5B4AH>KzyX$LVuBdR0aee;m;h1Ez>oq_2_c1`rhsfeD0nuKfguAT zK_@cU&))@<qhXFyfck?@){j~<8UmvsFoZ(DUpi(MWA91(eH*7uoz`&DzF1b%STpXV 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z5}MKW6YnJ$-<i2)znp+V+Q-kA_s?JaO4O)(pMB*acUxEI7539*&(F@dVQ7Ev>Whq5 yk;nGib(rp&bLjMb(@?RmIt7RApV>W8zV$T8UUd^={{G}M_GPY#kEhok-VXpx49t@N literal 0 HcmV?d00001 diff --git a/bob/pad/face/config/preprocessor/video_sparse_coding.py b/bob/pad/face/config/preprocessor/video_sparse_coding.py index 032e89bd..732ea230 100644 --- a/bob/pad/face/config/preprocessor/video_sparse_coding.py +++ b/bob/pad/face/config/preprocessor/video_sparse_coding.py @@ -2,7 +2,6 @@ from bob.pad.face.preprocessor import VideoSparseCoding - #======================================================================================= # Define instances here: @@ -10,116 +9,19 @@ BLOCK_SIZE = 5 BLOCK_LENGTH = 10 MIN_FACE_SIZE = 50 NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert.hdf5"] -FRAME_STEP = 10 - -preprocessor = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP) - - -#======================================================================================= - - -BLOCK_SIZE = 5 -BLOCK_LENGTH = 10 -MIN_FACE_SIZE = 50 -NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front_10_5_16.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor_10_5_16.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert_10_5_16.hdf5"] -FRAME_STEP = 2 -EXTRACT_HISTOGRAMS_FLAG = True - -preprocessor_10_5_16 = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP, - extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG) - -BLOCK_SIZE = 5 -BLOCK_LENGTH = 10 -MIN_FACE_SIZE = 50 -NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front_10_5_32.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor_10_5_32.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert_10_5_32.hdf5"] -FRAME_STEP = 2 -EXTRACT_HISTOGRAMS_FLAG = True - -preprocessor_10_5_32 = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP, - extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG) - -BLOCK_SIZE = 5 -BLOCK_LENGTH = 10 -MIN_FACE_SIZE = 50 -NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front_10_5_64.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor_10_5_64.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert_10_5_64.hdf5"] -FRAME_STEP = 2 -EXTRACT_HISTOGRAMS_FLAG = True - -preprocessor_10_5_64 = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP, - extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG) - - -BLOCK_SIZE = 5 -BLOCK_LENGTH = 10 -MIN_FACE_SIZE = 50 -NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front_10_5_128.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor_10_5_128.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert_10_5_128.hdf5"] -FRAME_STEP = 2 -EXTRACT_HISTOGRAMS_FLAG = True - -preprocessor_10_5_128 = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP, - extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG) - -#======================================================================================= - - -BLOCK_SIZE = 5 -BLOCK_LENGTH = 10 -MIN_FACE_SIZE = 50 -NORM_FACE_SIZE = 64 -DICTIONARY_FILE_NAMES = ["/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_front_10_5_64.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_hor_10_5_64.hdf5", - "/idiap/user/onikisins/Projects/ODIN/Python/scripts/test_scripts/data/dictionary_vert_10_5_64.hdf5"] +DICTIONARY_FILE_NAMES = ["./dictionaries/dictionary_front_10_5_128.hdf5", + "./dictionaries/dictionary_hor_10_5_128.hdf5", + "./dictionaries/dictionary_vert_10_5_128.hdf5"] FRAME_STEP = 50 # (!) a small number of feature vectors will be computed EXTRACT_HISTOGRAMS_FLAG = True -COMP_RECONSTRUCT_ERR_FLAG = True - -preprocessor_10_5_64_rec_err = VideoSparseCoding(gblock_size = BLOCK_SIZE, - block_length = BLOCK_LENGTH, - min_face_size = MIN_FACE_SIZE, - norm_face_size = NORM_FACE_SIZE, - dictionary_file_names = DICTIONARY_FILE_NAMES, - frame_step = FRAME_STEP, - extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG, - comp_reconstruct_err_flag = COMP_RECONSTRUCT_ERR_FLAG) +COMP_RECONSTRUCT_ERR_FLAG = False +preprocessor_10_5_128 = VideoSparseCoding(gblock_size = BLOCK_SIZE, + block_length = BLOCK_LENGTH, + min_face_size = MIN_FACE_SIZE, + norm_face_size = NORM_FACE_SIZE, + dictionary_file_names = DICTIONARY_FILE_NAMES, + frame_step = FRAME_STEP, + extract_histograms_flag = EXTRACT_HISTOGRAMS_FLAG, + comp_reconstruct_err_flag = COMP_RECONSTRUCT_ERR_FLAG) \ No newline at end of file diff --git a/bob/pad/face/extractor/VideoHistOfSparseCodes.py b/bob/pad/face/extractor/VideoHistOfSparseCodes.py deleted file mode 100644 index 9ef07094..00000000 --- a/bob/pad/face/extractor/VideoHistOfSparseCodes.py +++ /dev/null @@ -1,216 +0,0 @@ -#!/usr/bin/env python2 -# -*- coding: utf-8 -*- -""" -Created on Wed Sep 27 11:33:45 2017 - -@author: Olegs Nikisins -""" - -#============================================================================== -# Import what is needed here: - -from bob.bio.base.extractor import Extractor - -import numpy as np - -import bob.bio.video - -from bob.pad.face.extractor import ImageQualityMeasure - -#============================================================================== -# Main body: - -class VideoHistOfSparseCodes(Extractor, object): - """ - This class is designed to extract histograms of sparse codes. - - **Parameters:** - - ``method`` : :py:class:`str` - A method to use in the histogram computation. Two options are available: - "mean" and "hist". Default: "mean". - """ - - #========================================================================== - def __init__(self, - method = "mean"): - - super(VideoHistOfSparseCodes, self).__init__(method = method) - - self.method = method - - # extractor to process a single image/frame: - extractor = ImageQualityMeasure() - - # This extractor is used only to write and read the feature vectors. - self.video_extractor = bob.bio.video.extractor.Wrapper(extractor) - - - #========================================================================== - def comp_hist_of_sparse_codes(self, frames, method): - """ - Compute the histograms of sparse codes. - """ - - histograms = [] - - for frame_data in frames: - - frame = frame_data[1] - - if method == "mean": - - frame_codes = np.mean(frame, axis=1) - - if method == "hist": - - frame_codes = np.mean(frame!=0, axis=1) - - for idx, row in enumerate(frame_codes): - - frame_codes[idx,:] = row/np.sum(row) - - hist = frame_codes.flatten() - - histograms.append(hist) - - return histograms - - - #========================================================================== - def convert_sparse_codes_to_frame_container(self, list_of_arrays): - """ - Convert an input list of arrays into Frame Container. - - **Parameters:** - - ``list_of_arrays`` : [:py:class:`numpy.ndarray`] - A list of arrays. - - **Returns:** - - ``frame_container`` : FrameContainer - FrameContainer containing the feature vectors. - """ - - frame_container = bob.bio.video.FrameContainer() # initialize the FrameContainer - - for idx, item in enumerate(list_of_arrays): - - frame_container.add(idx, item) # add frame to FrameContainer - - return frame_container - - - #========================================================================== - def reduce_features_number(self, list_of_arrays): - """ - Reduce the number of features. - """ - - return_list = [] - - for item in list_of_arrays: - - return_list.append( item[1][32:] ) - - return return_list - - - #========================================================================== - def select_reconstruction_vector(self, frames, sorted_flag): - """ - Select either sorted or non-sorted reconstruction errors. - """ - - return_list = [] - - if sorted_flag: - - for item in frames: - - return_list.append( item[1][1,:] ) - - else: - - for item in frames: - - return_list.append( item[1][0,:] ) - -# return_list = [] -# -# for item in frames: -# -# return_list.append( np.max(item[1], axis=1) ) - - return return_list - - - #========================================================================== - def __call__(self, frames): - """ - Extract feature vectors. - - **Parameters:** - - ``frames`` : FrameContainer or string. - Data stored in the FrameContainer, - see ``bob.bio.video.utils.FrameContainer`` for further details. - - **Returns:** - - ``frame_container`` : FrameContainer - Histograms of sparse codes stored in the FrameContainer. - """ - -# histograms = self.comp_hist_of_sparse_codes(frames, self.method) - -# histograms = self.reduce_features_number(frames) - - sorted_flag = False - - list_of_error_vecs = self.select_reconstruction_vector(frames, sorted_flag) - - frame_container = self.convert_sparse_codes_to_frame_container(list_of_error_vecs) - - return frame_container - - - #========================================================================== - def write_feature(self, frames, file_name): - """ - Writes the given data (that has been generated using the __call__ function of this class) to file. - This method overwrites the write_data() method of the Extractor class. - - **Parameters:** - - ``frames`` : - Data returned by the __call__ method of the class. - - ``file_name`` : :py:class:`str` - Name of the file. - """ - - self.video_extractor.write_feature(frames, file_name) - - - #========================================================================== - def read_feature(self, file_name): - """ - Reads the preprocessed data from file. - This method overwrites the read_data() method of the Extractor class. - - **Parameters:** - - ``file_name`` : :py:class:`str` - Name of the file. - - **Returns:** - - ``frames`` : :py:class:`bob.bio.video.FrameContainer` - Frames stored in the frame container. - """ - - frames = self.video_extractor.read_feature(file_name) - - return frames diff --git a/bob/pad/face/extractor/__init__.py b/bob/pad/face/extractor/__init__.py index 1699d534..b8da75a8 100644 --- a/bob/pad/face/extractor/__init__.py +++ b/bob/pad/face/extractor/__init__.py @@ -4,7 +4,7 @@ from .ImageQualityMeasure import ImageQualityMeasure from .VideoDataLoader import VideoDataLoader from .VideoQualityMeasure import VideoQualityMeasure from .FrameDiffFeatures import FrameDiffFeatures -from .VideoHistOfSparseCodes import VideoHistOfSparseCodes + def __appropriate__(*args): """Says object was actually declared here, and not in the import module. @@ -31,6 +31,5 @@ __appropriate__( VideoQualityMeasure, VideoDataLoader, FrameDiffFeatures, - VideoHistOfSparseCodes, ) __all__ = [_ for _ in dir() if not _.startswith('_')] diff --git a/setup.py b/setup.py index 2dff88ee..228505a4 100644 --- a/setup.py +++ b/setup.py @@ -103,14 +103,6 @@ setup( # registered preprocessors: 'bob.pad.preprocessor': [ 'empty-preprocessor = bob.pad.face.config.preprocessor.filename:empty_preprocessor', # no preprocessing - - # The sparse coding based preprocessors - 'sparse-coding-preprocessor = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor', - 'sparse-coding-preprocessor-10-5-16 = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor_10_5_16', - 'sparse-coding-preprocessor-10-5-32 = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor_10_5_32', - 'sparse-coding-preprocessor-10-5-64 = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor_10_5_64', - 'sparse-coding-preprocessor-10-5-128 = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor_10_5_128', - 'sparse-coding-preprocessor-10-5-64-rec-err = bob.pad.face.config.preprocessor.video_sparse_coding:preprocessor_10_5_64_rec_err', ], # registered extractors: @@ -118,10 +110,6 @@ setup( 'video-lbp-histogram-extractor-n8r1-uniform = bob.pad.face.config.extractor.video_lbp_histogram:video_lbp_histogram_extractor_n8r1_uniform', 'video-quality-measure-galbally-msu = bob.pad.face.config.extractor.video_quality_measure:video_quality_measure_galbally_msu', 'frame-diff-feat-extr-w20-over0 = bob.pad.face.config.extractor.frame_diff_features:frame_diff_feat_extr_w20_over0', - - # extractors for sparse coding: - 'hist-of-sparse-codes-mean = bob.pad.face.config.extractor.video_hist_of_sparse_codes:extractor_mean', - 'hist-of-sparse-codes-hist = bob.pad.face.config.extractor.video_hist_of_sparse_codes:extractor_hist', ], # registered algorithms: @@ -129,66 +117,6 @@ setup( 'video-svm-pad-algorithm-10k-grid-mean-std = bob.pad.face.config.algorithm.video_svm_pad_algorithm:video_svm_pad_algorithm_10k_grid_mean_std', 'video-svm-pad-algorithm-10k-grid-mean-std-frame-level = bob.pad.face.config.algorithm.video_svm_pad_algorithm:video_svm_pad_algorithm_10k_grid_mean_std_frame_level', 'video-svm-pad-algorithm-default-svm-param-mean-std-frame-level = bob.pad.face.config.algorithm.video_svm_pad_algorithm:video_svm_pad_algorithm_default_svm_param_mean_std_frame_level', - - # for grid search experiments with cascade of SVMs N = 2 - 'algorithm-n2-gamma-02 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_gamma_02', - 'algorithm-n2-gamma-01 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_gamma_01', - 'algorithm-n2-gamma-005 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_gamma_005', - 'algorithm-n2-gamma-001 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_gamma_001', - 'algorithm-n2-gamma-01-video-level = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_gamma_01_video_level', - 'algorithm-n2-two-class-svm-c1-gamma-001 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n2_two_class_svm_c1_gamma_001', - - # for grid search experiments with cascade of SVMs N = 10 - 'algorithm-n10-gamma-01 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n10_gamma_01', - 'algorithm-n10-gamma-005 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n10_gamma_005', - 'algorithm-n10-gamma-001 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n10_gamma_001', - 'algorithm-n10-gamma-0005 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n10_gamma_0005', - - # for grid search experiments with cascade of SVMs N = 20 - 'algorithm-n20-gamma-05 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_05', - 'algorithm-n20-gamma-02 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_02', - 'algorithm-n20-gamma-01 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_01', - 'algorithm-n20-gamma-005 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_005', - 'algorithm-n20-gamma-001 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_001', - 'algorithm-n20-gamma-0005 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_0005', - 'algorithm-n20-gamma-0001 = bob.pad.face.config.algorithm.video_cascade_svm_pad_algorithm:algorithm_n20_gamma_0001', - - # for grid search experiments using GMM - 'algorithm-gmm-2 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_2', - 'algorithm-gmm-3 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_3', - 'algorithm-gmm-4 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_4', - 'algorithm-gmm-5 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_5', - 'algorithm-gmm-6 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_6', - 'algorithm-gmm-7 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_7', - 'algorithm-gmm-8 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_8', - 'algorithm-gmm-9 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_9', - 'algorithm-gmm-10 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_10', - 'algorithm-gmm-12 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_12', - 'algorithm-gmm-14 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_14', - 'algorithm-gmm-16 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_16', - 'algorithm-gmm-18 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_18', - 'algorithm-gmm-20 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_20', - 'algorithm-gmm-25 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_25', - 'algorithm-gmm-30 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_30', - 'algorithm-gmm-35 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_35', - 'algorithm-gmm-40 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_40', - 'algorithm-gmm-45 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_45', - 'algorithm-gmm-50 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50', - 'algorithm-gmm-60 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_60', - 'algorithm-gmm-70 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_70', - 'algorithm-gmm-80 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_80', - 'algorithm-gmm-90 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_90', - 'algorithm-gmm-100 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_100', - 'algorithm-gmm-50-0 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_0', - 'algorithm-gmm-50-1 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_1', - 'algorithm-gmm-50-2 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_2', - 'algorithm-gmm-50-3 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_3', - 'algorithm-gmm-50-4 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_4', - 'algorithm-gmm-50-5 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_5', - 'algorithm-gmm-50-6 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_6', - 'algorithm-gmm-50-7 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_7', - 'algorithm-gmm-50-8 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_8', - 'algorithm-gmm-50-9 = bob.pad.face.config.algorithm.video_gmm_pad_algorithm:algorithm_gmm_50_9', ], # registered grid configurations: -- GitLab