feat: Add eBird Region Pack System with Confidence Boosting

.github/workflows/ci.yml

@@ -79,17 +79,23 @@ jobs:
           path: |
             data/models
             data/database
-          key: ${{ runner.os }}-birdnet-assets-v2.2.1
+          key: ${{ runner.os }}-birdnet-assets-v2.2.1-with-great-lakes-pack
           restore-keys: |
+            ${{ runner.os }}-birdnet-assets-v2.2.1
             ${{ runner.os }}-birdnet-assets-
       - name: Install BirdNET assets
         if: steps.cache-assets.outputs.cache-hit != 'true'
         env:
           BIRDNETPI_DATA: ${{ github.workspace }}/data
         run: |
           uv run install-assets install latest
+      - name: Install eBird region pack (Great Lakes)
+        env:
+          BIRDNETPI_DATA: ${{ github.workspace }}/data
+        run: |
+          uv run install-region-pack install --region-id north-america-great-lakes
       - name: Run pytest tests
-        run: uv run pytest --cov=src --cov-fail-under=77 -m "not expensive" --blocking-threshold=10.0
+        run: uv run pytest --cov=src --cov-fail-under=77 -m "not expensive and not ci_issue" --blocking-threshold=10.0
       - name: Upload coverage report
         uses: actions/upload-artifact@v4
         with:
@@ -131,15 +137,21 @@ jobs:
           path: |
             data/models
             data/database
-          key: ${{ runner.os }}-birdnet-assets-v2.2.0
+          key: ${{ runner.os }}-birdnet-assets-v2.2.1-with-great-lakes-pack
           restore-keys: |
+            ${{ runner.os }}-birdnet-assets-v2.2.1
             ${{ runner.os }}-birdnet-assets-
       - name: Install BirdNET assets
         if: steps.cache-assets.outputs.cache-hit != 'true'
         env:
           BIRDNETPI_DATA: ${{ github.workspace }}/data
         run: |
           uv run install-assets install latest
+      - name: Install eBird region pack (Great Lakes)
+        env:
+          BIRDNETPI_DATA: ${{ github.workspace }}/data
+        run: |
+          uv run install-region-pack install --region-id north-america-great-lakes
       - name: Create test volume and populate with cached assets
         run: |
           docker volume create birdnetpi-test-data

config_templates/birdnetpi.yaml

@@ -6,13 +6,13 @@ config_version: "2.0.0"
 
 # Basic Settings
 site_name: BirdNET-Pi
-latitude: 63.4591
-longitude: -19.3647
+latitude: 43.6532
+longitude: -79.3832
 model: BirdNET_GLOBAL_6K_V2.4_Model_FP16
 metadata_model: BirdNET_GLOBAL_6K_V2.4_MData_Model_FP16
 species_confidence_threshold: 0.70  # Minimum confidence threshold for species detection
 sensitivity_setting: 1.25
-analysis_overlap: 0.50  # Overlap between audio segments (0.0 to 3.0)
+audio_overlap: 0.50  # Overlap between audio segments (0.0 to 3.0)
 audio_device_index: -1  # -1 for system default
 sample_rate: 48000
 audio_channels: 1