diff --git a/README.md b/README.md
index b8710fd..5ba8a4e 100644
--- a/README.md
+++ b/README.md
@@ -70,9 +70,8 @@ Configuration variables:
 </p>
 
 #### Event `image_processing.object_detected`
-An event `image_processing.object_detected` is fired for each object detected above the configured `confidence` threshold. An example use case for this is incrementing a [counter](https://www.home-assistant.io/components/counter/) when a person is detected. The `image_processing.object_detected` event payload includes:
+An event `image_processing.object_detected` is fired for each object detected above the configured `confidence` threshold. This is the recommended way to check the confidence of detections, and to keep track of objects that are not configured as the `target` (configure logger level to `debug` to observe events in the Home Assistant logs). An example use case for event is to get an alert when some rarely appearing object is detected, or to increment a [counter](https://www.home-assistant.io/components/counter/). The `image_processing.object_detected` event payload includes:
 
-- `classifier` : the classifier (i.e. `deepstack_object`)
 - `entity_id` : the entity id responsible for the event
 - `object` : the object detected
 - `confidence` : the confidence in detection in the range 0 - 1 where 1 is 100% confidence.
@@ -98,7 +97,6 @@ An example automation using the `image_processing.object_detected` event is give
 #### Event `image_processing.file_saved`
 If `save_file_folder` is configured, an new image will be saved with bounding boxes of detected `target` objects, and the filename will include the time of the image capture. On saving this image a `image_processing.file_saved` event is fired, with a payload that includes:
 
-- `classifier` : the classifier (i.e. `deepstack_object`)
 - `entity_id` : the entity id responsible for the event
 - `file` : the full path to the saved file
 
diff --git a/custom_components/deepstack_object/image_processing.py b/custom_components/deepstack_object/image_processing.py
index a533220..16f3952 100644
--- a/custom_components/deepstack_object/image_processing.py
+++ b/custom_components/deepstack_object/image_processing.py
@@ -42,7 +42,6 @@
 
 _LOGGER = logging.getLogger(__name__)
 
-CLASSIFIER = "deepstack_object"
 CONF_API_KEY = "api_key"
 CONF_TARGET = "target"
 CONF_TIMEOUT = "timeout"
@@ -265,7 +264,6 @@ def fire_prediction_events(self, predictions, confidence):
                 self.hass.bus.fire(
                     EVENT_OBJECT_DETECTED,
                     {
-                        "classifier": CLASSIFIER,
                         ATTR_ENTITY_ID: self.entity_id,
                         OBJECT: prediction["label"],
                         ATTR_CONFIDENCE: ds.format_confidence(prediction["confidence"]),
@@ -275,8 +273,7 @@ def fire_prediction_events(self, predictions, confidence):
     def fire_saved_file_event(self, save_path):
         """Fire event when saving a file"""
         self.hass.bus.fire(
-            EVENT_FILE_SAVED,
-            {"classifier": CLASSIFIER, ATTR_ENTITY_ID: self.entity_id, FILE: save_path},
+            EVENT_FILE_SAVED, {ATTR_ENTITY_ID: self.entity_id, FILE: save_path}
         )
 
     @property
@@ -307,10 +304,7 @@ def device_state_attributes(self):
         """Return device specific state attributes."""
         attr = {}
         attr["target"] = self._target
-        attr["target_confidences"] = self._targets_confidences
-        attr["summary"] = self._summary
         if self._last_detection:
             attr["last_detection"] = self._last_detection.strftime("%Y-%m-%d %H:%M:%S")
-        if hasattr(self, "_save_file_folder"):
-            attr["save_file_folder"] = self._save_file_folder
+        attr["summary"] = self._summary
         return attr
diff --git a/docs/object_detail.png b/docs/object_detail.png
index f10f261..1926938 100644
Binary files a/docs/object_detail.png and b/docs/object_detail.png differ