added 5.XSeg) data_dst/data_src mask for XSeg trainer - remove.bat

	removes labeled xseg polygons from the extracted frames

Author: iperov

DFLIMG/DFLJPG.py

@@ -245,6 +245,9 @@ def get_image_to_face_mat(self):
         return None
     def set_image_to_face_mat(self, image_to_face_mat):   self.dfl_dict['image_to_face_mat'] = image_to_face_mat
 
+    def has_seg_ie_polys(self):
+        return self.dfl_dict.get('seg_ie_polys',None) is not None
+        
     def get_seg_ie_polys(self):
         d = self.dfl_dict.get('seg_ie_polys',None)
         if d is not None:
@@ -266,6 +269,9 @@ def set_seg_ie_polys(self, seg_ie_polys):
 
         self.dfl_dict['seg_ie_polys'] = seg_ie_polys
 
+    def has_xseg_mask(self):
+        return self.dfl_dict.get('xseg_mask',None) is not None
+
     def get_xseg_mask(self):
         mask_buf = self.dfl_dict.get('xseg_mask',None)
         if mask_buf is None:

main.py

@@ -278,8 +278,7 @@ def process_xsegapply(arguments):
     p.set_defaults (func=process_xsegapply)
 
 
-    p = xseg_parser.add_parser( "remove", help="Remove XSeg from the extracted faces.")
-
+    p = xseg_parser.add_parser( "remove", help="Remove applied XSeg masks from the extracted faces.")
     def process_xsegremove(arguments):
         osex.set_process_lowest_prio()
         from mainscripts import XSegUtil
@@ -288,6 +287,15 @@ def process_xsegremove(arguments):
     p.set_defaults (func=process_xsegremove)
 
 
+    p = xseg_parser.add_parser( "remove_labels", help="Remove XSeg labels from the extracted faces.")
+    def process_xsegremovelabels(arguments):
+        osex.set_process_lowest_prio()
+        from mainscripts import XSegUtil
+        XSegUtil.remove_xseg_labels (Path(arguments.input_dir) )
+    p.add_argument('--input-dir', required=True, action=fixPathAction, dest="input_dir")
+    p.set_defaults (func=process_xsegremovelabels)
+    
+    
     p = xseg_parser.add_parser( "fetch", help="Copies faces containing XSeg polygons in <input_dir>_xseg dir.")
 
     def process_xsegfetch(arguments):

mainscripts/XSegUtil.py

@@ -54,20 +54,7 @@ def apply_xseg(input_path, model_path):
         dflimg.set_xseg_mask(mask)
         dflimg.save()
 
-def remove_xseg(input_path):
-    if not input_path.exists():
-        raise ValueError(f'{input_path} not found. Please ensure it exists.')
-                               
-    images_paths = pathex.get_image_paths(input_path, return_Path_class=True)
-    
-    for filepath in io.progress_bar_generator(images_paths, "Processing"):
-        dflimg = DFLIMG.load(filepath)
-        if dflimg is None or not dflimg.has_data():
-            io.log_info(f'{filepath} is not a DFLIMG')
-            continue
-        
-        dflimg.set_xseg_mask(None)
-        dflimg.save()
+
 
 def fetch_xseg(input_path):
     if not input_path.exists():
@@ -93,4 +80,55 @@ def fetch_xseg(input_path):
             files_copied += 1
             shutil.copy ( str(filepath), str(output_path / filepath.name) )
 
-    io.log_info(f'Files copied: {files_copied}')
+    io.log_info(f'Files copied: {files_copied}')
+    
+def remove_xseg(input_path):
+    if not input_path.exists():
+        raise ValueError(f'{input_path} not found. Please ensure it exists.')
+    
+    io.log_info(f'Processing folder {input_path}')
+    io.log_info('!!! WARNING : APPLIED XSEG MASKS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.log_info('!!! WARNING : APPLIED XSEG MASKS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.log_info('!!! WARNING : APPLIED XSEG MASKS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.input_str('Press enter to continue.')
+                               
+    images_paths = pathex.get_image_paths(input_path, return_Path_class=True)
+    
+    files_processed = 0
+    for filepath in io.progress_bar_generator(images_paths, "Processing"):
+        dflimg = DFLIMG.load(filepath)
+        if dflimg is None or not dflimg.has_data():
+            io.log_info(f'{filepath} is not a DFLIMG')
+            continue
+        
+        if dflimg.has_xseg_mask():
+            dflimg.set_xseg_mask(None)
+            dflimg.save()
+            files_processed += 1
+    io.log_info(f'Files processed: {files_processed}')
+    
+def remove_xseg_labels(input_path):
+    if not input_path.exists():
+        raise ValueError(f'{input_path} not found. Please ensure it exists.')
+    
+    io.log_info(f'Processing folder {input_path}')
+    io.log_info('!!! WARNING : LABELED XSEG POLYGONS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.log_info('!!! WARNING : LABELED XSEG POLYGONS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.log_info('!!! WARNING : LABELED XSEG POLYGONS WILL BE REMOVED FROM THE FRAMES !!!')
+    io.input_str('Press enter to continue.')
+    
+    images_paths = pathex.get_image_paths(input_path, return_Path_class=True)
+    
+    files_processed = 0
+    for filepath in io.progress_bar_generator(images_paths, "Processing"):
+        dflimg = DFLIMG.load(filepath)
+        if dflimg is None or not dflimg.has_data():
+            io.log_info(f'{filepath} is not a DFLIMG')
+            continue
+
+        if dflimg.has_seg_ie_polys():
+            dflimg.set_seg_ie_polys(None)
+            dflimg.save()            
+            files_processed += 1
+            
+    io.log_info(f'Files processed: {files_processed}')