ultralytics 8.2.1 adopt v8.2 GitHub assets URL (#10131)

.github/workflows/ci.yaml

@@ -33,6 +33,10 @@ on:
         description: "Run GPU"
         default: false
         type: boolean
+      raspberrypi:
+        description: "Run Raspberry Pi"
+        default: false
+        type: boolean
       conda:
         description: "Run Conda"
         default: false
@@ -126,7 +130,7 @@ jobs:
         run: coverage run -a --source=ultralytics -m ultralytics.cfg.__init__ benchmark model='path with spaces/yolov8s-worldv2.pt' imgsz=160 verbose=0.318
       - name: Benchmark SegmentationModel
         shell: bash
-        run: coverage run -a --source=ultralytics -m ultralytics.cfg.__init__ benchmark model='path with spaces/${{ matrix.model }}-seg.pt' imgsz=160 verbose=0.280
+        run: coverage run -a --source=ultralytics -m ultralytics.cfg.__init__ benchmark model='path with spaces/${{ matrix.model }}-seg.pt' imgsz=160 verbose=0.279
       - name: Benchmark PoseModel
         shell: bash
         run: coverage run -a --source=ultralytics -m ultralytics.cfg.__init__ benchmark model='path with spaces/${{ matrix.model }}-pose.pt' imgsz=160 verbose=0.183
@@ -221,6 +225,30 @@ jobs:
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
+  RaspberryPi:
+    if: github.repository == 'ultralytics/ultralytics' && (github.event_name == 'schedule' || github.event.inputs.raspberrypi == 'true')
+    timeout-minutes: 60
+    runs-on: raspberry-pi
+    steps:
+      - uses: actions/checkout@v4
+      - name: Activate Virtual Environment
+        run: |
+          python3.11 -m venv env
+          source env/bin/activate
+          echo PATH=$PATH >> $GITHUB_ENV
+      - name: Install requirements
+        run: |
+          python -m pip install --upgrade pip wheel
+          pip install -e . pytest mlflow pycocotools "ray[tune]<=2.9.3" --extra-index-url https://download.pytorch.org/whl/cpu
+      - name: Check environment
+        run: |
+          yolo checks
+          pip list
+      - name: Pytest tests
+        run: |
+          # pytest --slow tests/  # WARNING: Slow tests fail on Explorer Tests https://github.com/ultralytics/ultralytics/actions/runs/8715976528/job/23908727539?pr=10097
+          pytest tests/
+
   Conda:
     if: github.repository == 'ultralytics/ultralytics' && (github.event_name == 'schedule' || github.event.inputs.conda == 'true')
     runs-on: ${{ matrix.os }}
@@ -281,11 +309,11 @@ jobs:
 
   Summary:
     runs-on: ubuntu-latest
-    needs: [HUB, Benchmarks, Tests, GPU, Conda] # Add job names that you want to check for failure
+    needs: [HUB, Benchmarks, Tests, GPU, RaspberryPi, Conda] # Add job names that you want to check for failure
     if: always() # This ensures the job runs even if previous jobs fail
     steps:
       - name: Check for failure and notify
-        if: (needs.HUB.result == 'failure' || needs.Benchmarks.result == 'failure' || needs.Tests.result == 'failure' || needs.GPU.result == 'failure' || needs.Conda.result == 'failure') && github.repository == 'ultralytics/ultralytics' && (github.event_name == 'schedule' || github.event_name == 'push')
+        if: (needs.HUB.result == 'failure' || needs.Benchmarks.result == 'failure' || needs.Tests.result == 'failure' || needs.GPU.result == 'failure' || needs.RaspberryPi.result == 'failure' || needs.Conda.result == 'failure' ) && github.repository == 'ultralytics/ultralytics' && (github.event_name == 'schedule' || github.event_name == 'push')
         uses: slackapi/slack-github-action@v1.25.0
         with:
           payload: |

.github/workflows/publish.yml

@@ -40,15 +40,23 @@ jobs:
           import os
           import ultralytics
           from ultralytics.utils.checks import check_latest_pypi_version
-
+          
           v_local = tuple(map(int, ultralytics.__version__.split('.')))
           v_pypi = tuple(map(int, check_latest_pypi_version().split('.')))
+
           print(f'Local version is {v_local}')
           print(f'PyPI version is {v_pypi}')
+
           d = [a - b for a, b in zip(v_local, v_pypi)]  # diff
-          increment = (d[0] == d[1] == 0) and (0 < d[2] < 3)  # only publish if patch version increments by 1 or 2
+
+          increment_patch = (d[0] == d[1] == 0) and (0 < d[2] < 3)  # publish if patch version increments by 1 or 2
+          increment_minor = (d[0] == 0) and (d[1] == 1) and v_local[2] == 0  # publish if minor version increments
+
+          increment = increment_patch or increment_minor
+
           os.system(f'echo "increment={increment}" >> $GITHUB_OUTPUT')
           os.system(f'echo "version={ultralytics.__version__}" >> $GITHUB_OUTPUT')
+
           if increment:
               print('Local version is higher than PyPI version. Publishing new version to PyPI ✅.')
         id: check_pypi