diff --git a/src/eynollah/eynollah.py b/src/eynollah/eynollah.py
index d3dabea..3fb4feb 100644
--- a/src/eynollah/eynollah.py
+++ b/src/eynollah/eynollah.py
@@ -17,6 +17,7 @@ document layout analysis (segmentation) with output in PAGE-XML
 # pyright: reportOptionalSubscript=false
 
 import logging
+import logging.handlers
 import sys
 
 from difflib import SequenceMatcher as sq
@@ -99,10 +100,21 @@ KERNEL = np.ones((5, 5), np.uint8)
 
 
 _instance = None
-def _set_instance(instance):
+def _set_instance(instance, logq):
     global _instance
     _instance = instance
+    # replace all inherited handlers with queue handler
+    logging.root.handlers.clear()
+    instance.logger.handlers.clear()
+    handler = logging.handlers.QueueHandler(logq)
+    handler.setFormatter(logging.Formatter(fmt="[%(jobId)s] %(message)s"))
+    logging.root.addHandler(handler)
 def _run_single(*args, **kwargs):
+    # prefix log messages with img_filename
+    def log_filter(record: logging.LogRecord):
+        record.jobId = args[0]
+        return record
+    logging.root.handlers[0].filters = [log_filter]
     return _instance.run_single(*args, **kwargs)
 
 class Eynollah:
@@ -2265,11 +2277,14 @@ class Eynollah:
             ls_imgs = [os.path.join(dir_in, image_filename)
                        for image_filename in filter(is_image_filename,
                                                     os.listdir(dir_in))]
+            logq = mp.get_context('fork').Queue()
             with ProcessPoolExecutor(max_workers=num_jobs or None,
                                      mp_context=mp.get_context('fork'),
                                      initializer=_set_instance,
-                                     initargs=(self,)
+                                     initargs=(self, logq)
             ) as exe:
+                logging.handlers.QueueListener(logq, *self.logger.handlers,
+                                               respect_handler_level=False).start()
                 jobs = {exe.submit(_run_single, img_filename,
                                    dir_out=dir_out,
                                    overwrite=overwrite): img_filename
diff --git a/src/eynollah/predictor.py b/src/eynollah/predictor.py
index ff0dfc3..9faa1be 100644
--- a/src/eynollah/predictor.py
+++ b/src/eynollah/predictor.py
@@ -36,6 +36,7 @@ class Predictor(mp.context.SpawnProcess):
 
     def __init__(self, logger, model_zoo):
         self.logger = logger
+        self.loglevel = logger.level
         self.model_zoo = model_zoo
         ctxt = mp.get_context('spawn')
         self.taskq = ctxt.Queue(maxsize=QSIZE)
@@ -147,6 +148,7 @@ class Predictor(mp.context.SpawnProcess):
 
     def setup(self):
         logging.root.handlers = [logging.handlers.QueueHandler(self.logq)]
+        self.logger.setLevel(self.loglevel)
         self.model_zoo.load_models(*self.loadable)
 
     def shutdown(self):
diff --git a/src/eynollah/writer.py b/src/eynollah/writer.py
index d15a130..00ba236 100644
--- a/src/eynollah/writer.py
+++ b/src/eynollah/writer.py
@@ -44,7 +44,6 @@ class EynollahXmlWriter:
         return Path(Path(self.image_filename).name).stem
 
     def calculate_points(self, contour, offset=None):
-        self.logger.debug('enter calculate_points')
         poly = contour2polygon(contour)
         if offset is not None:
             poly = affinity.translate(poly, *offset)
@@ -53,7 +52,6 @@ class EynollahXmlWriter:
         return points_from_polygon(poly.exterior.coords[:-1])
 
     def serialize_lines_in_region(self, text_region, all_found_textline_polygons, region_idx, page_coord, all_box_coord, slopes, counter, ocr_all_textlines_textregion):
-        self.logger.debug('enter serialize_lines_in_region')
         for j, polygon_textline in enumerate(all_found_textline_polygons[region_idx]):
             coords = CoordsType()
             textline = TextLineType(id=counter.next_line_id, Coords=coords)