From 986382ef18c5bb0eb680b3cfda081c4eb33b2840 Mon Sep 17 00:00:00 2001
From: Tadas Baltrusaitis <tadyla@gmail.com>
Date: Fri, 17 Feb 2017 17:50:13 -0500
Subject: [PATCH] Some more Menpo fixes.

---
 .../menpo_pdm/Analyze_orient_distribution.m            |  7 ++++---
 .../menpo_pdm/Collect_menpo_annotations_valid.m        | 10 ++++++++--
 2 files changed, 12 insertions(+), 5 deletions(-)

diff --git a/matlab_version/pdm_generation/menpo_pdm/Analyze_orient_distribution.m b/matlab_version/pdm_generation/menpo_pdm/Analyze_orient_distribution.m
index 710d7a83..6a3a7756 100644
--- a/matlab_version/pdm_generation/menpo_pdm/Analyze_orient_distribution.m
+++ b/matlab_version/pdm_generation/menpo_pdm/Analyze_orient_distribution.m
@@ -1,5 +1,5 @@
 clear
-load('menpo_68_pts.mat');
+load('menpo_68_pts_valid.mat');
 
 xs = all_pts(1:end/2,:);
 ys = all_pts(end/2+1:end,:);
@@ -16,7 +16,7 @@ pdm = struct;
 pdm.M = double(M);
 pdm.E = double(E);
 pdm.V = double(V);
-
+errs_poss = [];
 for i=1:num_imgs
     
     
@@ -28,7 +28,8 @@ for i=1:num_imgs
     rots(:,i) = Rot2Euler(R);
     
     if(errs(i) < 0 || errs(i) > 4)
-       a = 2; 
+       fprintf('i - %d, err - %.3f\n', i, errs(i));
+       errs_poss = cat(1, errs_poss, i);
     end       
 end
 
diff --git a/matlab_version/pdm_generation/menpo_pdm/Collect_menpo_annotations_valid.m b/matlab_version/pdm_generation/menpo_pdm/Collect_menpo_annotations_valid.m
index b171465d..2c5d14f8 100644
--- a/matlab_version/pdm_generation/menpo_pdm/Collect_menpo_annotations_valid.m
+++ b/matlab_version/pdm_generation/menpo_pdm/Collect_menpo_annotations_valid.m
@@ -16,17 +16,23 @@ right_to_frontal_map = [17,28; 18,29; 19,30; 20,31;
                        35,63; 36,64; 37,65; 38,66; 39,67];
             
 all_pts = [];
+ps = [248	523	604	800	840	901	938	944	947	1383	1413	1533	1562	1637	1770	2164	2400	2688	2775	2838	2849];
 for i=1:numel(dataset_locs)
     landmarkLabels = dir([dataset_locs{i} '\*.pts']);
     landmarkImgs = dir([dataset_locs{i} '\*.jpg']);
 
-    for p=1:numel(landmarkLabels)
+%     for p=604:numel(landmarkLabels)
+    for p=ps
         landmarks = importdata([dataset_locs{i}, landmarkLabels(p).name], ' ', 3);
         img = imread([dataset_locs{i}, landmarkImgs(p).name]);
         landmarks = landmarks.data;
         landmark_labels = -ones(68,2); 
         
-        % Problem with the labels
+        if(strcmp(landmarkImgs(p).name, 'aflw__face_43770.jpg'))
+            landmarks(13:16,:) = landmarks(16:-1:13,:);
+        end
+                
+                % Problem with the labels
         if(strcmp(landmarkImgs(p).name, 'aflw__face_63080.jpg'))
             landmarks(1:12,:) = landmarks(12:-1:1,:);
             landmarks(13:16,:) = landmarks(16:-1:13,:);