New upstream version 0.32.1upstream/0.32.1

6 files changed, 423 insertions, 162 deletions

diff --git a/src/faces/Face.vala b/src/faces/Face.vala
index 9304023..cdccc1b 100644
--- a/src/faces/Face.vala
+++ b/src/faces/Face.vala
@@ -345,9 +345,19 @@ public class Face : DataSource, ContainerSource, Proxyable, Indexable {
         // add them all at once to the SourceCollection
         global.add_many(faces);
         global.init_add_many_unlinked(unlinked);
+
+#if ENABLE_FACE_DETECTION
+        // Start the face detection background process
+        // FaceTool talks to it over DBus
+        start_facedetect_process();
+#endif
     }
     
     public static void terminate() {
+        try {
+            if (FaceDetect.face_detect_proxy != null)
+                FaceDetect.face_detect_proxy.terminate();
+        } catch(Error e) {}
     }
     
     public static int compare_names(void *a, void *b) {
@@ -365,6 +375,14 @@ public class Face : DataSource, ContainerSource, Proxyable, Indexable {
     public static bool equal_name_strings(void *a, void *b) {
         return String.collated_equals(a, b);
     }
+
+#if ENABLE_FACE_DETECTION
+    private static void start_facedetect_process() {
+        message("Launching facedetect process: %s", AppDirs.get_facedetect_bin().get_path());
+        // Start the watcher, process started via DBus service
+        FaceDetect.init(AppDirs.get_openface_dnn_system_dir().get_path() + ":" + AppDirs.get_openface_dnn_dir().get_path());
+    }
+#endif
     
     // Returns a Face for the name, creating a new empty one if it does not already exist.
     // name should have already been prepared by prep_face_name.
@@ -387,7 +405,7 @@ public class Face : DataSource, ContainerSource, Proxyable, Indexable {
         
         return face;
     }
-    
+
     // Utility function to cleanup a face name that comes from user input and prepare it for use
     // in the system and storage in the database.  Returns null if the name is unacceptable.
     public static string? prep_face_name(string name) {
@@ -574,6 +592,16 @@ public class Face : DataSource, ContainerSource, Proxyable, Indexable {
         
         return true;
     }
+
+    public bool set_reference(FaceLocation face_loc) {
+        try {
+            FaceTable.get_instance().set_reference(row.face_id, face_loc.get_photo_id());
+        } catch (DatabaseError err) {
+            AppWindow.database_error(err);
+            return false;
+        }
+        return true;
+    }
     
     public bool contains(MediaSource source) {
         return media_views.has_view_for_source(source);
diff --git a/src/faces/FaceDetect.vala b/src/faces/FaceDetect.vala
new file mode 100644
index 0000000..83caa4d
--- /dev/null
+++ b/src/faces/FaceDetect.vala
@@ -0,0 +1,146 @@
+/**
+ * Face detection and recognition functions
+ * Copyright 2018 Narendra A (narendra_m_a(at)yahoo(dot)com)
+ *
+ * Permission is hereby granted, free of charge, to any person
+ * obtaining a copy of this software and associated documentation
+ * files (the "Software"), to deal in the Software without
+ * restriction, including without limitation the rights to use, copy,
+ * modify, merge, publish, distribute, sublicense, and/or sell copies
+ * of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be
+ * included in all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+ * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+ * BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+ * ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+ * CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+// DBus face_detect_proxy definition
+public struct FaceRect {
+    public double x;
+    public double y;
+    public double width;
+    public double height;
+    public double[] vec;
+}
+
+[DBus (name = "org.gnome.Shotwell.Faces1")]
+public interface FaceDetectInterface : DBusProxy {
+    public abstract FaceRect[] detect_faces(string inputName, string cascadeName, double scale, bool infer)
+        throws IOError, DBusError;
+    public abstract bool load_net(string netFile)
+        throws IOError, DBusError;
+    public abstract void terminate() throws IOError, DBusError;
+}
+
+// Class to communicate with facedetect process over DBus
+public class FaceDetect {
+    public const string DBUS_NAME = "org.gnome.Shotwell.Faces1";
+    public const string DBUS_PATH = "/org/gnome/shotwell/faces";
+    public static bool connected = false;
+    public static string net_file;
+    public const string ERROR_MESSAGE = "Unable to connect to facedetect service";
+    
+    public static FaceDetectInterface face_detect_proxy;
+
+#if FACEDETECT_BUS_PRIVATE
+    private static GLib.DBusServer dbus_server;
+    private static Subprocess process;
+#endif
+
+    public static void create_face_detect_proxy(DBusConnection connection, string bus_name, string owner) {
+        if (bus_name == DBUS_NAME) {
+            message("Dbus name %s available", bus_name);
+
+            try {
+                // Service file should automatically run the facedetect binary
+                face_detect_proxy = Bus.get_proxy_sync (BusType.SESSION, DBUS_NAME, DBUS_PATH);
+                face_detect_proxy.load_net(net_file);
+                connected = true;
+            } catch(IOError e) {
+                AppWindow.error_message(ERROR_MESSAGE);
+            } catch(DBusError e) {
+                AppWindow.error_message(ERROR_MESSAGE);
+            }
+        }
+    }
+
+    public static void interface_gone(DBusConnection connection, string bus_name) {
+        message("Dbus name %s gone", bus_name);
+        connected = false;
+        face_detect_proxy = null;
+    }
+
+#if FACEDETECT_BUS_PRIVATE
+    private static bool on_new_connection(DBusServer server, DBusConnection connection) {
+        try {
+            face_detect_proxy = connection.get_proxy_sync(null, DBUS_PATH,
+                                                  DBusProxyFlags.DO_NOT_LOAD_PROPERTIES
+                                                  | DBusProxyFlags.DO_NOT_CONNECT_SIGNALS,
+                                                  null);
+            Idle.add(() => {
+                try {
+                    face_detect_proxy.load_net(net_file);
+                    connected = true;
+                } catch (Error error) {
+                    critical("Failed to call load_net: %s", error.message);
+                    AppWindow.error_message(ERROR_MESSAGE);
+                }
+                return false;
+            });
+
+            return true;
+        } catch (Error error) {
+            critical("Failed to create face_detect_proxy for face detect: %s", error.message);
+            AppWindow.error_message(ERROR_MESSAGE);
+
+            return false;
+        }
+    }
+#endif
+    
+    public static void init(string net_file) {
+        FaceDetect.net_file = net_file;
+#if FACEDETECT_BUS_PRIVATE
+        var address = "unix:tmpdir=%s".printf(Environment.get_tmp_dir());
+        var observer = new DBusAuthObserver();
+        observer.authorize_authenticated_peer.connect((stream, credentials) => {
+            debug("Observer trying to authorize for %s", credentials.to_string());
+            if (credentials == null)
+                return false;
+
+            try {
+                if (!credentials.is_same_user(new Credentials()))
+                    return false;
+                return true;
+            } catch (Error error) {
+                return false;
+            }
+        });
+
+        try {
+            dbus_server = new GLib.DBusServer.sync(address, DBusServerFlags.NONE, DBus.generate_guid(), observer, null);
+            dbus_server.new_connection.connect(on_new_connection);
+            dbus_server.start();
+            process = new Subprocess(SubprocessFlags.NONE, AppDirs.get_facedetect_bin().get_path(),
+            "--address=" + dbus_server.get_client_address());
+
+        } catch (Error error) {
+            warning("Failed to create private DBus server: %s", error.message);
+            AppWindow.error_message(ERROR_MESSAGE);
+        }
+#else
+        Bus.watch_name(BusType.SESSION, DBUS_NAME, BusNameWatcherFlags.NONE,
+                       create_face_detect_proxy, interface_gone);
+#endif
+    }
+
+}
diff --git a/src/faces/FaceLocation.vala b/src/faces/FaceLocation.vala
index e143b2e..0f4e383 100644
--- a/src/faces/FaceLocation.vala
+++ b/src/faces/FaceLocation.vala
@@ -4,6 +4,11 @@
  * (version 2.1 or later).  See the COPYING file in this distribution.
  */
 
+// Encapsulate geometry and pixels of a Face
+public struct FaceLocationData {
+    public string geometry;
+    public string vec;
+}
 public class FaceLocation : Object {
     
     private static Gee.Map<FaceID?, Gee.Map<PhotoID?, FaceLocation>> face_photos_map;
@@ -12,17 +17,17 @@ public class FaceLocation : Object {
     private FaceLocationID face_location_id;
     private FaceID face_id;
     private PhotoID photo_id;
-    private string geometry;
-    
+    private FaceLocationData face_data;
+
     private FaceLocation(FaceLocationID face_location_id, FaceID face_id, PhotoID photo_id,
-    string geometry) {
+            FaceLocationData face_data) {
         this.face_location_id = face_location_id;
         this.face_id = face_id;
         this.photo_id = photo_id;
-        this.geometry = geometry;
+        this.face_data = face_data;
     }
     
-    public static FaceLocation create(FaceID face_id, PhotoID photo_id, string geometry) {
+    public static FaceLocation create(FaceID face_id, PhotoID photo_id, FaceLocationData face_data) {
         FaceLocation face_location = null;
         
         // Test if that FaceLocation already exists (that face in that photo) ...
@@ -33,12 +38,11 @@ public class FaceLocation : Object {
             
             face_location = faces_map.get(face_id);
             
-            if (face_location.get_serialized_geometry() != geometry) {
-                face_location.set_serialized_geometry(geometry);
+            if (face_location.get_serialized_geometry() != face_data.geometry) {
+                face_location.set_face_data(face_data);
                 
                 try {
-                    FaceLocationTable.get_instance().update_face_location_serialized_geometry(
-                        face_location);
+                    FaceLocationTable.get_instance().update_face_location_face_data(face_location);
                 } catch (DatabaseError err) {
                     AppWindow.database_error(err);
                 }
@@ -51,7 +55,7 @@ public class FaceLocation : Object {
         try {
             face_location =
                 FaceLocation.add_from_row(
-                    FaceLocationTable.get_instance().add(face_id, photo_id, geometry));
+                    FaceLocationTable.get_instance().add(face_id, photo_id, face_data.geometry, face_data.vec));
         } catch (DatabaseError err) {
             AppWindow.database_error(err);
         }
@@ -84,7 +88,8 @@ public class FaceLocation : Object {
     public static FaceLocation add_from_row(FaceLocationRow row) {
         
         FaceLocation face_location =
-            new FaceLocation(row.face_location_id, row.face_id, row.photo_id, row.geometry);
+            new FaceLocation(row.face_location_id, row.face_id, row.photo_id,
+                { row.geometry, row.vec });
         
         Gee.Map<PhotoID?, FaceLocation> photos_map = face_photos_map.get(row.face_id);
         if (photos_map == null) {photos_map = new Gee.HashMap<PhotoID?, FaceLocation>
@@ -196,10 +201,22 @@ public class FaceLocation : Object {
     }
     
     public string get_serialized_geometry() {
-        return geometry;
+        return face_data.geometry;
+    }
+
+    public string get_serialized_vec() {
+        return face_data.vec;
+    }
+
+    public FaceLocationData get_face_data() {
+        return face_data;
+    }
+
+    public PhotoID get_photo_id() {
+        return photo_id;
     }
     
-    private void set_serialized_geometry(string geometry) {
-        this.geometry = geometry;
+    private void set_face_data(FaceLocationData face_data) {
+        this.face_data = face_data;
     }
 }
diff --git a/src/faces/FacePage.vala b/src/faces/FacePage.vala
index f2512d5..1766b91 100644
--- a/src/faces/FacePage.vala
+++ b/src/faces/FacePage.vala
@@ -44,6 +44,7 @@ public class FacePage : CollectionPage {
         { "DeleteFace", on_delete_face },
         { "RenameFace", on_rename_face },
         { "RemoveFaceFromPhotos", on_remove_face_from_photos },
+        { "SetFaceRefFromPhoto", on_set_face_ref },
         { "DeleteFaceSidebar", on_delete_face },
         { "RenameFaceSidebar", on_rename_face }
     };
@@ -74,6 +75,7 @@ public class FacePage : CollectionPage {
        
         menuFaces.add_menu_item(Resources.remove_face_from_photos_menu(this.face.get_name(), get_view().get_count()), "RemoveFaceFromPhotos", "<Primary>r");
         menuFaces.add_menu_item(Resources.rename_face_menu(this.face.get_name()), "RenameFace", "<Primary>e");
+        menuFaces.add_menu_item(Resources.set_face_from_photo_menu(this.face.get_name()), "SetFaceRefFromPhoto", null);
         menuFaces.add_menu_item(Resources.delete_face_menu(this.face.get_name()), "DeleteFace", "<Primary>t");
         
         return menuFaces;
@@ -102,6 +104,11 @@ public class FacePage : CollectionPage {
             null,
             selected_count > 0);
         
+        set_action_details("SetFaceRefFromPhoto",
+            Resources.set_face_from_photo_menu(face.get_name()),
+            null,
+            selected_count == 1);
+            
         base.update_actions(selected_count, count);
     }
     
@@ -120,4 +127,11 @@ public class FacePage : CollectionPage {
                 (Gee.Collection<MediaSource>) get_view().get_selected_sources()));
         }
     }
+
+    private void on_set_face_ref() {
+        if (get_view().get_selected_count() == 1) {
+            get_command_manager().execute(new SetFaceRefCommand(face,
+                            (MediaSource) get_view().get_selected_at(0).get_source()));
+        }
+    }
 }
diff --git a/src/faces/FaceShape.vala b/src/faces/FaceShape.vala
index 1ff01fd..f90f254 100644
--- a/src/faces/FaceShape.vala
+++ b/src/faces/FaceShape.vala
@@ -18,14 +18,16 @@ public abstract class FaceShape : Object {
     protected Gdk.CursorType current_cursor_type = Gdk.CursorType.BOTTOM_RIGHT_CORNER;
     protected EditingTools.PhotoCanvas canvas;
     protected string serialized = null;
+    protected double[] face_vec;
     
     private bool editable = true;
     private bool visible = true;
     private bool known = true;
+    private double guess = 0.0;
     
     private weak FacesTool.FaceWidget face_widget = null;
     
-    protected FaceShape(EditingTools.PhotoCanvas canvas) {
+    protected FaceShape(EditingTools.PhotoCanvas canvas, double[] vec) {
         this.canvas = canvas;
         this.canvas.new_surface.connect(prepare_ctx);
         
@@ -37,19 +39,21 @@ public abstract class FaceShape : Object {
         face_window.show_all();
         face_window.hide();
         
-        this.canvas.get_drawing_window().set_cursor(new Gdk.Cursor(current_cursor_type));
+        this.face_vec = vec;
+        this.canvas.set_cursor(current_cursor_type);
     }
     
     ~FaceShape() {
-        if (visible)
+        if (visible) {
             erase();
+        }
         
         face_window.destroy();
         
         canvas.new_surface.disconnect(prepare_ctx);
         
         // make sure the cursor isn't set to a modify indicator
-        canvas.get_drawing_window().set_cursor(new Gdk.Cursor(Gdk.CursorType.LEFT_PTR));
+        canvas.set_cursor(Gdk.CursorType.LEFT_PTR);
     }
     
     public static FaceShape from_serialized(EditingTools.PhotoCanvas canvas, string serialized)
@@ -88,7 +92,15 @@ public abstract class FaceShape : Object {
     public bool get_known() {
         return known;
     }
+
+    public void set_guess(double guess) {
+        this.guess = guess;
+    }
     
+    public double get_guess() {
+        return guess;
+    }
+
     public void set_widget(FacesTool.FaceWidget face_widget) {
         this.face_widget = face_widget;
     }
@@ -107,7 +119,7 @@ public abstract class FaceShape : Object {
             face_window.hide();
         
         // make sure the cursor isn't set to a modify indicator
-        canvas.get_drawing_window().set_cursor(new Gdk.Cursor(Gdk.CursorType.LEFT_PTR));
+        canvas.set_cursor(Gdk.CursorType.LEFT_PTR);
     }
     
     public void show() {
@@ -160,7 +172,7 @@ public abstract class FaceShape : Object {
         return true;
     }
     
-    public abstract string serialize();
+    public abstract string serialize(bool geometry_only = false);
     public abstract void update_face_window_position();
     public abstract void prepare_ctx(Cairo.Context ctx, Dimensions dim);
     public abstract void on_resized_pixbuf(Dimensions old_dim, Gdk.Pixbuf scaled);
@@ -170,6 +182,7 @@ public abstract class FaceShape : Object {
     public abstract bool cursor_is_over(int x, int y);
     public abstract bool equals(FaceShape face_shape);
     public abstract double get_distance(int x, int y);
+    public abstract double[] get_face_vec();
     
     protected abstract void paint();
     protected abstract void erase();
@@ -186,13 +199,17 @@ public class FaceRectangle : FaceShape {
     private BoxLocation in_manipulation = BoxLocation.OUTSIDE;
     private Cairo.Context wide_black_ctx = null;
     private Cairo.Context wide_white_ctx = null;
-    private Cairo.Context thin_white_ctx = null;
     private int last_grab_x = -1;
     private int last_grab_y = -1;
     
     public FaceRectangle(EditingTools.PhotoCanvas canvas, int x, int y,
-        int half_width = NULL_SIZE, int half_height = NULL_SIZE) {
-        base(canvas);
+        int half_width = NULL_SIZE, int half_height = NULL_SIZE, double[] vec = {}) {
+	double[] int_vec;
+	if (vec.length == 0)
+	   int_vec = create_empty_vec();
+	else
+	   int_vec = vec;
+        base(canvas, int_vec);
         
         Gdk.Rectangle scaled_pixbuf_pos = canvas.get_scaled_pixbuf_position();
         x -= scaled_pixbuf_pos.x;
@@ -219,6 +236,14 @@ public class FaceRectangle : FaceShape {
         if (!is_editable())
             erase_label();
     }
+
+    public static double[] create_empty_vec() {
+        double[] empty_vec = new double[128];
+        for (int i = 0; i < 128; i++) {
+            empty_vec[i] = 0;
+	}
+	return empty_vec;
+    }
     
     public static new FaceRectangle from_serialized(EditingTools.PhotoCanvas canvas, string[] args)
         throws FaceShapeError {
@@ -226,7 +251,9 @@ public class FaceRectangle : FaceShape {
         
         Photo photo = canvas.get_photo();
         Dimensions raw_dim = photo.get_raw_dimensions();
-        
+
+        // 1, 2 is the center of the rectangle, 3, 4 is the half width / height of the rectangle,
+        // normalized
         int x = (int) (raw_dim.width * double.parse(args[1]));
         int y = (int) (raw_dim.height * double.parse(args[2]));
         int half_width = (int) (raw_dim.width * double.parse(args[3]));
@@ -265,9 +292,21 @@ public class FaceRectangle : FaceShape {
         
         if (half_width < FACE_MIN_SIZE || half_height < FACE_MIN_SIZE)
             throw new FaceShapeError.CANT_CREATE("FaceShape is out of cropped photo area");
-        
+
+        string[] vec_str;
+        if (args.length == 6)
+            vec_str = args[5].split(",");
+        else
+            vec_str = {};
+        double[] vec = new double[128];
+        for (int i = 0; i < 128; i++) {
+            if (vec_str.length > i)
+                vec[i] = double.parse(vec_str[i]);
+            else
+                vec[i] = 0;
+        }
         return new FaceRectangle(canvas, box.left + half_width, box.top + half_height,
-            half_width, half_height);
+            half_width, half_height, vec);
     }
     
     public override void update_face_window_position() {
@@ -283,32 +322,35 @@ public class FaceRectangle : FaceShape {
         
         face_window.get_allocation(out face_window_alloc);
         
-        x += scaled_pixbuf_pos.x + box.left + ((box.get_width() - face_window_alloc.width) >> 1);
-        y += scaled_pixbuf_pos.y + box.bottom + FACE_WINDOW_MARGIN;
+        var scale = Application.get_scale();
+        var left = (int)Math.lround((scaled_pixbuf_pos.x + box.left) / scale);
+        var width = (int)Math.lround(box.get_width() / scale);
+        var top = (int)Math.lround((scaled_pixbuf_pos.y + box.bottom) / scale);
+        x += (left  + ((width - face_window_alloc.width) >> 1));
+        y += top + FACE_WINDOW_MARGIN;
         
         face_window.move(x, y);
     }
     
     protected override void paint() {
+        // The box is in image coordinates. Need to scale down to device coordinates
         canvas.draw_box(wide_black_ctx, box);
         canvas.draw_box(wide_white_ctx, box.get_reduced(1));
         canvas.draw_box(wide_white_ctx, box.get_reduced(2));
         
-        canvas.invalidate_area(box);
+        //canvas.invalidate_area(box);
         
         if (!is_editable())
             paint_label();
     }
     
     protected override void erase() {
-        canvas.erase_box(box);
-        canvas.erase_box(box.get_reduced(1));
-        canvas.erase_box(box.get_reduced(2));
-        
         canvas.invalidate_area(box);
         
         if (!is_editable())
             erase_label();
+
+//        canvas.repaint();
     }
     
     private void paint_label() {
@@ -317,6 +359,9 @@ public class FaceRectangle : FaceShape {
         
         ctx.save();
         
+        ctx.select_font_face("Sans", Cairo.FontSlant.NORMAL, Cairo.FontWeight.NORMAL);
+        ctx.set_font_size(10.0 * Application.get_scale());
+
         Cairo.TextExtents text_extents = Cairo.TextExtents();
         ctx.text_extents(get_name(), out text_extents);
         
@@ -368,7 +413,7 @@ public class FaceRectangle : FaceShape {
         ctx.restore();
     }
     
-    public override string serialize() {
+    public override string serialize(bool geometry_only = false) {
         if (serialized != null)
             return serialized;
         
@@ -378,10 +423,15 @@ public class FaceRectangle : FaceShape {
         double half_height;
         
         get_geometry(out x, out y, out half_width, out half_height);
-        
-        serialized = "%s;%s;%s;%s;%s".printf(SHAPE_TYPE, x.to_string(),
+        serialized = "%s;%s;%s;%s;%s;".printf(SHAPE_TYPE, x.to_string(),
             y.to_string(), half_width.to_string(), half_height.to_string());
-        
+        if (!geometry_only) {
+            string face_vec_str = "";
+            foreach (var d in face_vec[0:-2])
+                face_vec_str += d.to_string() + ",";
+            face_vec_str += face_vec[-1].to_string();
+            serialized += face_vec_str;
+        }
         return serialized;
     }
     
@@ -425,23 +475,23 @@ public class FaceRectangle : FaceShape {
         half_width = (width_right_end - width_left_end) / 2;
         half_height = (height_bottom_end - height_top_end) / 2;
     }
+
+    public override double[] get_face_vec() {
+        return face_vec;
+    }
     
     public override bool equals(FaceShape face_shape) {
-        return serialize() == face_shape.serialize();
+        return serialize(true) == face_shape.serialize(true);
     }
     
     public override void prepare_ctx(Cairo.Context ctx, Dimensions dim) {
         wide_black_ctx = new Cairo.Context(ctx.get_target());
         set_source_color_from_string(wide_black_ctx, "#000");
-        wide_black_ctx.set_line_width(1);
+        wide_black_ctx.set_line_width(1 * Application.get_scale());
         
         wide_white_ctx = new Cairo.Context(ctx.get_target());
-        set_source_color_from_string(wide_black_ctx, "#FFF");
-        wide_white_ctx.set_line_width(1);
-        
-        thin_white_ctx = new Cairo.Context(ctx.get_target());
-        set_source_color_from_string(wide_black_ctx, "#FFF");
-        thin_white_ctx.set_line_width(0.5);
+        set_source_color_from_string(wide_white_ctx, "#FFF");
+        wide_white_ctx.set_line_width(1 * Application.get_scale());
     }
     
     private bool on_canvas_manipulation(int x, int y) {
@@ -620,17 +670,20 @@ public class FaceRectangle : FaceShape {
         Box new_box = Box(left, top, right, bottom);
         
         if (!box.equals(new_box)) {
-            erase();
+            canvas.invalidate_area(box);
             
             if (in_manipulation != BoxLocation.INSIDE)
                 check_resized_box(new_box);
             
             box = new_box;
             paint();
+            canvas.invalidate_area(new_box);
         }
         
         if (is_editable())
             update_face_window_position();
+
+            canvas.repaint();
         
         serialized = null;
         
@@ -698,8 +751,7 @@ public class FaceRectangle : FaceShape {
         }
         
         if (cursor_type != current_cursor_type) {
-            Gdk.Cursor cursor = new Gdk.Cursor(cursor_type);
-            canvas.get_drawing_window().set_cursor(cursor);
+            canvas.set_cursor(cursor_type);
             current_cursor_type = cursor_type;
         }
     }
diff --git a/src/faces/FacesTool.vala b/src/faces/FacesTool.vala
index 9803787..d399b38 100644
--- a/src/faces/FacesTool.vala
+++ b/src/faces/FacesTool.vala
@@ -119,7 +119,7 @@ public class FacesTool : EditingTools.EditingTool {
         private EditingPhase editing_phase = EditingPhase.NOT_EDITING;
         private Gtk.Box help_layout = null;
         private Gtk.Box response_layout = null;
-        private Gtk.HSeparator buttons_text_separator = null;
+        private Gtk.Separator buttons_text_separator = null;
         private Gtk.Label help_text = null;
         private Gtk.Box face_widgets_layout = null;
         private Gtk.Box layout = null;
@@ -163,7 +163,7 @@ public class FacesTool : EditingTools.EditingTool {
             layout = new Gtk.Box(Gtk.Orientation.VERTICAL, CONTROL_SPACING);
             layout.pack_start(face_widgets_layout, false);
             layout.pack_start(help_layout, false);
-            layout.pack_start(new Gtk.HSeparator(), false);
+            layout.pack_start(new Gtk.Separator(Gtk.Orientation.HORIZONTAL), false);
             layout.pack_start(response_layout, false);
 
             add(layout);
@@ -178,7 +178,7 @@ public class FacesTool : EditingTools.EditingTool {
                 case EditingPhase.CLICK_TO_EDIT:
                     assert(face_shape != null);
 
-                    help_text.set_markup(Markup.printf_escaped(_("Click to edit face <i>%s</i>"),
+                    help_text.set_markup(Markup.printf_escaped(_("Click to edit face “%s”"),
                         face_shape.get_name()));
 
                     break;
@@ -254,7 +254,7 @@ public class FacesTool : EditingTools.EditingTool {
             face_widgets_layout.pack_start(event_box, false);
 
             if (buttons_text_separator == null) {
-                buttons_text_separator = new Gtk.HSeparator();
+                buttons_text_separator = new Gtk.Separator(Gtk.Orientation.HORIZONTAL);
                 face_widgets_layout.pack_end(buttons_text_separator, false);
             }
 
@@ -315,121 +315,49 @@ public class FacesTool : EditingTools.EditingTool {
     private class FaceDetectionJob : BackgroundJob {
         private Gee.Queue<string> faces = null;
         private string image_path;
-        private string output;
-        public SpawnError? spawnError;
+        private float scale;
+        public string? spawnError;
 
-        public FaceDetectionJob(FacesToolWindow owner, string image_path,
+        public FaceDetectionJob(FacesToolWindow owner, string image_path, float scale,
             CompletionCallback completion_callback, Cancellable cancellable,
             CancellationCallback cancellation_callback) {
             base(owner, completion_callback, cancellable, cancellation_callback);
 
             this.image_path = image_path;
+            this.scale = scale;
         }
 
         public override void execute() {
+            if (!FaceDetect.connected) {
+                spawnError = "Face detect process not connected!\n";
+                return;
+            }
+            FaceRect[] rects;
             try {
-                string[] argv = {
-                    AppDirs.get_facedetect_bin().get_path(),
-                    "--cascade=" + AppDirs.get_haarcascade_file().get_path(),
-                    "--scale=1.2",
-                    image_path
-                };
-                Process.spawn_sync(null, argv, null, SpawnFlags.STDERR_TO_DEV_NULL, null, out output);
-
-            } catch (SpawnError e) {
-                spawnError = e;
-                critical(e.message);
-
+                rects = FaceDetect.face_detect_proxy.detect_faces(image_path,
+                                                          AppDirs.get_haarcascade_file().get_path(), scale, true);
+            } catch(Error e) {
+                spawnError = "DBus error: " + e.message + "!\n";
                 return;
             }
-
             faces = new Gee.PriorityQueue<string>();
-            string[] lines = output.split("\n");
-            foreach (string line in lines) {
-                if (line.length == 0)
-                    continue;
-
-                debug("shotwell-facedetect: %s", line);
-
-                string[] type_and_serialized = line.split(";");
-                if (type_and_serialized.length != 2) {
-                    // Pass on external helper log output as our debug log
-                    continue;
-                }
-
-                switch (type_and_serialized[0]) {
-                    case "face":
-                        StringBuilder serialized_geometry = new StringBuilder();
-                        serialized_geometry.append(FaceRectangle.SHAPE_TYPE);
-                        serialized_geometry.append(";");
-                        serialized_geometry.append(parse_serialized_geometry(type_and_serialized[1]));
-
-                        faces.add(serialized_geometry.str);
-                        break;
-
-                    case "warning":
-                        warning("%s\n", type_and_serialized[1]);
-                        break;
-
-                    case "error":
-                        critical("%s\n", type_and_serialized[1]);
-                        assert_not_reached();
-
-                    default:
-                        break;
+            for (int i = 0; i < rects.length; i++) {
+                double rect_x, rect_y, rect_w, rect_h;
+                string face_vec_str = "";
+                rect_w = rects[i].width / 2;
+                rect_h = rects[i].height / 2;
+                rect_x = rects[i].x + rect_w;
+                rect_y = rects[i].y + rect_h;
+                if (rects[i].vec != null) {
+                    foreach (var d in rects[i].vec) { face_vec_str += d.to_string() + ","; }
                 }
+                string serialized = "%s;%f;%f;%f;%f;%s".printf(FaceRectangle.SHAPE_TYPE,
+                                                                                rect_x, rect_y, rect_w, rect_h,
+                                                                                face_vec_str);
+                faces.add(serialized);
             }
         }
 
-        private string parse_serialized_geometry(string serialized_geometry) {
-            string[] serialized_geometry_pieces = serialized_geometry.split("&");
-            if (serialized_geometry_pieces.length != 4) {
-                critical("Wrong serialized line in face detection program output.");
-                assert_not_reached();
-            }
-
-            double x = 0;
-            double y = 0;
-            double width = 0;
-            double height = 0;
-            foreach (string piece in serialized_geometry_pieces) {
-
-                string[] name_and_value = piece.split("=");
-                if (name_and_value.length != 2) {
-                    critical("Wrong serialized line in face detection program output.");
-                    assert_not_reached();
-                }
-
-                switch (name_and_value[0]) {
-                    case "x":
-                        x = name_and_value[1].to_double();
-                        break;
-
-                    case "y":
-                        y = name_and_value[1].to_double();
-                        break;
-
-                    case "width":
-                        width = name_and_value[1].to_double();
-                        break;
-
-                    case "height":
-                        height = name_and_value[1].to_double();
-                        break;
-
-                    default:
-                        critical("Wrong serialized line in face detection program output.");
-                        assert_not_reached();
-                }
-            }
-
-            double half_width = width / 2;
-            double half_height = height / 2;
-
-            return "%s;%s;%s;%s".printf((x + half_width).to_string(), (y + half_height).to_string(),
-                half_width.to_string(), half_height.to_string());
-        }
-
         public string? get_next() {
             if (faces == null)
                 return null;
@@ -450,6 +378,7 @@ public class FacesTool : EditingTools.EditingTool {
     private Workers workers;
     private FaceShape editing_face_shape = null;
     private FacesToolWindow faces_tool_window = null;
+    private const int FACE_DETECT_MAX_WIDTH = 1200;
 
     private FacesTool() {
         base("FacesTool");
@@ -481,8 +410,10 @@ public class FacesTool : EditingTools.EditingTool {
             foreach (Gee.Map.Entry<FaceID?, FaceLocation> entry in face_locations.entries) {
                 FaceShape new_face_shape;
                 string serialized_geometry = entry.value.get_serialized_geometry();
+                string serialized_vec = entry.value.get_serialized_vec();
+                string face_shape_str = serialized_geometry + ";" + serialized_vec;
                 try {
-                    new_face_shape = FaceShape.from_serialized(canvas, serialized_geometry);
+                    new_face_shape = FaceShape.from_serialized(canvas, face_shape_str);
                 } catch (FaceShapeError e) {
                     if (e is FaceShapeError.CANT_CREATE)
                         continue;
@@ -502,9 +433,12 @@ public class FacesTool : EditingTools.EditingTool {
 
         face_detection_cancellable = new Cancellable();
         workers = new Workers(1, false);
+        Dimensions dimensions = canvas.get_photo().get_dimensions();
+        float scale_factor = (float)dimensions.width / FACE_DETECT_MAX_WIDTH;
         face_detection = new FaceDetectionJob(faces_tool_window,
-            canvas.get_photo().get_file().get_path(), on_faces_detected,
-            face_detection_cancellable, on_detection_cancelled);
+                                              canvas.get_photo().get_file().get_path(), scale_factor,
+                                              on_faces_detected,
+                                              face_detection_cancellable, on_detection_cancelled);
 
         bind_window_handlers();
 
@@ -591,6 +525,10 @@ public class FacesTool : EditingTools.EditingTool {
     }
 
     public override void on_left_click(int x, int y) {
+        var scale = Application.get_scale();
+        x = (int) Math.lround(x * scale);
+        y = (int) Math.lround(y * scale);
+        
         if (editing_face_shape != null && editing_face_shape.on_left_click(x, y))
             return;
 
@@ -607,6 +545,10 @@ public class FacesTool : EditingTools.EditingTool {
     }
 
     public override void on_left_released(int x, int y) {
+        var scale = Application.get_scale();
+        x = (int) Math.lround(x * scale);
+        y = (int) Math.lround(y * scale);
+
         if (editing_face_shape != null) {
             editing_face_shape.on_left_released(x, y);
 
@@ -616,6 +558,10 @@ public class FacesTool : EditingTools.EditingTool {
     }
 
     public override void on_motion(int x, int y, Gdk.ModifierType mask) {
+        var scale = Application.get_scale();
+        x = (int) Math.lround(x * scale);
+        y = (int) Math.lround(y * scale);
+        
         if (editing_face_shape == null) {
             FaceShape to_show = null;
             double distance = 0;
@@ -784,14 +730,21 @@ public class FacesTool : EditingTools.EditingTool {
         if (face_shapes == null)
             return;
 
-        Gee.Map<Face, string> new_faces = new Gee.HashMap<Face, string>();
+        Gee.Map<Face, FaceLocationData?> new_faces = new Gee.HashMap<Face, FaceLocationData?>();
         foreach (FaceShape face_shape in face_shapes.values) {
             if (!face_shape.get_known())
                 continue;
 
             Face new_face = Face.for_name(face_shape.get_name());
-
-            new_faces.set(new_face, face_shape.serialize());
+            string[] face_string = face_shape.serialize().split(";");
+            string face_vec_str, face_geometry;
+            face_geometry = string.joinv(";", face_string[0:5]);
+            face_vec_str = face_string[5];
+            FaceLocationData face_data =
+                {
+                 face_geometry, face_vec_str
+                };
+            new_faces.set(new_face, face_data);
         }
 
         ModifyFacesCommand command = new ModifyFacesCommand(canvas.get_photo(), new_faces);
@@ -848,7 +801,7 @@ public class FacesTool : EditingTools.EditingTool {
     private void delete_face(string face_name) {
         face_shapes.unset(face_name);
 
-        // It is posible to have two visible faces at the same time, this happens
+        // It is possible to have two visible faces at the same time, this happens
         // if you are editing one face and you move the pointer around the
         // FaceWidgets area in FacesToolWindow. And you can delete one of that
         // faces, so the other visible face must be repainted.
@@ -908,7 +861,6 @@ public class FacesTool : EditingTools.EditingTool {
     private void detect_faces() {
         faces_tool_window.detection_button.set_sensitive(false);
         faces_tool_window.set_editing_phase(EditingPhase.DETECTING_FACES);
-
         workers.enqueue(face_detection);
     }
 
@@ -945,19 +897,71 @@ public class FacesTool : EditingTools.EditingTool {
                 continue;
 
             c++;
+            // Reference faces to match with
+            Face? guess = get_face_match(face_shape, 0.7);
 
-            face_shape.set_name("Unknown face #%d".printf(c));
-            face_shape.set_known(false);
+            if (guess == null) {
+                face_shape.set_name("Unknown face #%d".printf(c));
+                face_shape.set_known(false);
+            } else {
+                string name_str;
+                name_str = "%s (%0.2f%%)".printf(guess.get_name(), face_shape.get_guess() * 100);
+                face_shape.set_name(name_str);
+                face_shape.set_known(true);
+            }
             add_face(face_shape);
         }
     }
 
+    private double dot_product(double[] vec1, double[] vec2) {
+        if (vec1.length != vec2.length) {
+            return 0;
+        }
+
+        double ret = 0;
+        for (var i = 0; i < vec1.length; i++) {
+            ret += vec1[i] * vec2[i];
+        }
+        return ret;
+    }
+
+    private Face? get_face_match(FaceShape face_shape, double threshold) {
+        Gee.List<FaceLocationRow?> face_vecs;
+        try {
+            Gee.List<FaceRow?> face_rows = FaceTable.get_instance().get_ref_rows();
+            face_vecs = FaceLocationTable.get_instance().get_face_ref_vecs(face_rows);
+        } catch(DatabaseError err) {
+            warning("Cannot get reference faces from DB");
+            return null;
+        }
+        FaceID? guess_id = null;
+        double max_product = threshold;
+        foreach (var row in face_vecs) {
+            string[] vec_str = row.vec.split(",");
+            double[] vec = {};
+            foreach (var d in vec_str) vec += double.parse(d);
+            double product = dot_product(face_shape.get_face_vec(), vec[0:128]);
+            if (product > max_product) {
+                max_product = product;
+                guess_id = row.face_id;
+            }
+        }
+
+        Face? face = null;
+        if (guess_id != null) {
+            face = Face.global.fetch(guess_id);
+            face_shape.set_guess(max_product);
+            assert(face != null);
+        }
+        return face;
+    }
+    
     private void on_faces_detected() {
         face_detection_cancellable.reset();
         
         if (face_detection.spawnError != null){
             string spawnErrorMessage = _("Error trying to spawn face detection program:\n");
-            AppWindow.error_message(spawnErrorMessage + face_detection.spawnError.message + "\n");
+            AppWindow.error_message(spawnErrorMessage + face_detection.spawnError + "\n");
             faces_tool_window.set_editing_phase(EditingPhase.DETECTING_FACES_FINISHED);
         } else
             pick_faces_from_autodetected();