Bird classification docs (#17369)

* Add bird classification to sidebar

* Add docs for bird classification

* Update bird_classification.md

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>

* Add model info

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>

docs/docs/configuration/bird_classification.md

@@ -0,0 +1,31 @@
+---
+id: bird_classification
+title: Bird Classification
+---
+
+Bird classification identifies known birds using a quantized Tensorflow model. When a known bird is recognized, its common name will be added as a `sub_label`. This information is included in the UI, filters, as well as in notifications.
+
+## Minimum System Requirements
+
+Bird classification runs a lightweight tflite model on the CPU, there are no significantly different system requirements than running Frigate itself.
+
+## Model
+
+The classification model used is the MobileNet INat Bird Classification, [available identifiers can be found here.](https://raw.githubusercontent.com/google-coral/test_data/master/inat_bird_labels.txt)
+
+## Configuration
+
+Bird classification is disabled by default, it must be enabled in your config file before it can be used. Bird classification is a global configuration setting.
+
+```yaml
+classification:
+  bird:
+    enabled: true
+```
+
+## Advanced Configuration
+
+Fine-tune bird classification with these optional parameters:
+
+- `threshold`: Classification confidence score required to set the sub label on the object.
+  - Default: `0.9`.

docs/sidebars.ts

@@ -33,11 +33,12 @@ const sidebars: SidebarsConfig = {
         "configuration/object_detectors",
         "configuration/audio_detectors",
       ],
-      Classifiers: [
+      Enrichments: [
         "configuration/semantic_search",
         "configuration/genai",
         "configuration/face_recognition",
         "configuration/license_plate_recognition",
+        "configuration/bird_classification",
       ],
       Cameras: [
         "configuration/cameras",