diff --git a/InvenTree/label/apps.py b/InvenTree/label/apps.py
index e51767d5f0..0293c3d18c 100644
--- a/InvenTree/label/apps.py
+++ b/InvenTree/label/apps.py
@@ -37,6 +37,7 @@ class LabelConfig(AppConfig):
         if canAppAccessDatabase():
             self.create_stock_item_labels()
             self.create_stock_location_labels()
+            self.create_part_labels()
 
     def create_stock_item_labels(self):
         """
@@ -65,7 +66,7 @@ class LabelConfig(AppConfig):
         )
 
         if not os.path.exists(dst_dir):
-            logger.info(f"Creating missing directory: '{dst_dir}'")
+            logger.info(f"Creating required directory: '{dst_dir}'")
             os.makedirs(dst_dir, exist_ok=True)
 
         labels = [
@@ -109,24 +110,21 @@ class LabelConfig(AppConfig):
                 logger.info(f"Copying label template '{dst_file}'")
                 shutil.copyfile(src_file, dst_file)
 
-            try:
-                # Check if a label matching the template already exists
-                if StockItemLabel.objects.filter(label=filename).exists():
-                    continue
+            # Check if a label matching the template already exists
+            if StockItemLabel.objects.filter(label=filename).exists():
+                continue
 
-                logger.info(f"Creating entry for StockItemLabel '{label['name']}'")
+            logger.info(f"Creating entry for StockItemLabel '{label['name']}'")
 
-                StockItemLabel.objects.create(
-                    name=label['name'],
-                    description=label['description'],
-                    label=filename,
-                    filters='',
-                    enabled=True,
-                    width=label['width'],
-                    height=label['height'],
-                )
-            except:
-                pass
+            StockItemLabel.objects.create(
+                name=label['name'],
+                description=label['description'],
+                label=filename,
+                filters='',
+                enabled=True,
+                width=label['width'],
+                height=label['height'],
+            )
 
     def create_stock_location_labels(self):
         """
@@ -155,7 +153,7 @@ class LabelConfig(AppConfig):
         )
 
         if not os.path.exists(dst_dir):
-            logger.info(f"Creating missing directory: '{dst_dir}'")
+            logger.info(f"Creating required directory: '{dst_dir}'")
             os.makedirs(dst_dir, exist_ok=True)
 
         labels = [
@@ -206,21 +204,103 @@ class LabelConfig(AppConfig):
                 logger.info(f"Copying label template '{dst_file}'")
                 shutil.copyfile(src_file, dst_file)
 
-            try:
-                # Check if a label matching the template already exists
-                if StockLocationLabel.objects.filter(label=filename).exists():
-                    continue
+            # Check if a label matching the template already exists
+            if StockLocationLabel.objects.filter(label=filename).exists():
+                continue
 
-                logger.info(f"Creating entry for StockLocationLabel '{label['name']}'")
+            logger.info(f"Creating entry for StockLocationLabel '{label['name']}'")
 
-                StockLocationLabel.objects.create(
-                    name=label['name'],
-                    description=label['description'],
-                    label=filename,
-                    filters='',
-                    enabled=True,
-                    width=label['width'],
-                    height=label['height'],
-                )
-            except:
-                pass
+            StockLocationLabel.objects.create(
+                name=label['name'],
+                description=label['description'],
+                label=filename,
+                filters='',
+                enabled=True,
+                width=label['width'],
+                height=label['height'],
+            )
+
+    def create_part_labels(self):
+        """
+        Create database entries for the default PartLabel templates,
+        if they do not already exist.
+        """
+
+        try:
+            from .models import PartLabel
+        except:
+            # Database might not yet be ready
+            return
+
+        src_dir = os.path.join(
+            os.path.dirname(os.path.realpath(__file__)),
+            'templates',
+            'label',
+            'part',
+        )
+
+        dst_dir = os.path.join(
+            settings.MEDIA_ROOT,
+            'label',
+            'inventree',
+            'part',
+        )
+
+        if not os.path.exists(dst_dir):
+            logger.info(f"Creating required directory: '{dst_dir}'")
+            os.makedirs(dst_dir, exist_ok=True)
+
+        labels = [
+            {
+                'file': 'part_label.html',
+                'name': 'Part Label',
+                'description': 'Simple part label',
+                'width': 50,
+                'height': 24,
+            },
+        ]
+
+        for label in labels:
+
+            filename = os.path.join(
+                'label',
+                'inventree',
+                'part',
+                label['file']
+            )
+
+            src_file = os.path.join(src_dir, label['file'])
+            dst_file = os.path.join(settings.MEDIA_ROOT, filename)
+
+            to_copy = False
+
+            if os.path.exists(dst_file):
+                # File already exists - let's see if it is the "same"
+
+                if not hashFile(dst_file) == hashFile(src_file):
+                    logger.info(f"Hash differs for '{filename}'")
+                    to_copy = True
+
+            else:
+                logger.info(f"Label template '{filename}' is not present")
+                to_copy = True
+
+            if to_copy:
+                logger.info(f"Copying label template '{dst_file}'")
+                shutil.copyfile(src_file, dst_file)
+
+            # Check if a label matching the template already exists
+            if PartLabel.objects.filter(label=filename).exists():
+                continue
+
+            logger.info(f"Creating entry for PartLabel '{label['name']}'")
+
+            PartLabel.objects.create(
+                name=label['name'],
+                description=label['description'],
+                label=filename,
+                filters='',
+                enabled=True,
+                width=label['width'],
+                height=label['height'],
+            )
diff --git a/InvenTree/label/templates/label/part/part_label.html b/InvenTree/label/templates/label/part/part_label.html
new file mode 100644
index 0000000000..558e1bca5b
--- /dev/null
+++ b/InvenTree/label/templates/label/part/part_label.html
@@ -0,0 +1,33 @@
+{% extends "label/label_base.html" %}
+
+{% load barcode %}
+
+{% block style %}
+
+.qr {
+    position: fixed;
+    left: 0mm;
+    top: 0mm;
+    height: {{ height }}mm;
+    width: {{ height }}mm;
+}
+
+.part {
+    font-family: Arial, Helvetica, sans-serif;
+    display: inline;
+    position: absolute;
+    left: {{ height }}mm;
+    top: 2mm;
+}
+
+{% endblock %}
+
+{% block content %}
+
+<img class='qr' src='{% qrcode qr_data %}'>
+
+<div class='part'>
+    {{ part.full_name }}
+</div>
+
+{% endblock %}
\ No newline at end of file