👷 [Add] more workflows, deploy & developer

.github/workflows/deploy.yaml

@@ -0,0 +1,68 @@
+name: Deploy Mode Validation & Inference
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  deploy:
+    runs-on: ${{ matrix.operating-system }}
+
+    strategy:
+      matrix:
+        operating-system: [ubuntu-latest, windows-latest, macos-latest]
+        python-version: [3.8, 3.9, '3.10']
+      fail-fast: false
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Cache pip dependencies
+      uses: actions/cache@v2
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}-${{ matrix.python-version }}
+        restore-keys: |
+          ${{ runner.os }}-pip-${{ matrix.python-version }}
+          ${{ runner.os }}-pip-
+
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r requirements.txt
+
+    - name: Install YOLO package
+      run: pip install -e .
+
+    - name: Cache model weights
+      id: cache-weights
+      uses: actions/cache@v2
+      with:
+        path: weights
+        key: ${{ runner.os }}-weights
+        restore-keys: |
+          ${{ runner.os }}-weights
+
+    - name: Run Validation
+      run: |
+        python yolo/lazy.py task=validation dataset=mock
+        python yolo/lazy.py task=validation dataset=mock model=v9-s
+        python yolo/lazy.py task=validation dataset=mock name=AnyNameYouWant
+
+    - name: Run Inference
+      run: |
+        python yolo/lazy.py task=inference
+        python yolo/lazy.py task=inference +quite=True
+        python yolo/lazy.py task=inference name=AnyNameYouWant
+        python yolo/lazy.py task=inference image_size=\[480,640]
+        python yolo/lazy.py task=inference task.nms.min_confidence=0.1
+        python yolo/lazy.py task=inference task.fast_inference=deploy
+        python yolo/lazy.py task=inference task.data.source=tests/data/images/val

.github/workflows/{main.yaml → develop.yaml}

@@ -1,26 +1,34 @@
-name: YOLOv9 - Model test and Code Style Check
+name: Developer Mode Build & Test
 
 on:
   push:
-    branches: [ main ]
+    branches: [main]
   pull_request:
-    branches: [ main ]
+    branches: [main]
 
 jobs:
   build:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
-    - name: Set up Python 3.8
+    - name: Checkout repository
+      uses: actions/checkout@v2
+
+    - name: Set up Python 3.10
       uses: actions/setup-python@v2
       with:
-        python-version: 3.8
+        python-version: 3.10
+
+    - name: Cache pip dependencies
+      uses: actions/cache@v2
+      with:
+        path: ~/.cache/pip
+        key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+        restore-keys: |
+          ${{ runner.os }}-pip-
 
     - name: Install dependencies
       run: |
-        sudo apt-get update
-        sudo apt-get install -y libgl1-mesa-glx
         python -m pip install --upgrade pip
         pip install -r requirements.txt
 
@@ -35,8 +43,10 @@ jobs:
         restore-keys: |
           ${{ runner.os }}-precommit-
 
-    - name: Run pre-commit (black and isort)
+    - name: Run pre-commit hooks
       run: pre-commit run --all-files
 
     - name: Test with pytest
-      run: pytest
+      run: |
+        pip install pytest pytest-cov
+        pytest --cov=yolo

README.md

@@ -1,8 +1,14 @@
 # YOLO: Official Implementation of YOLOv9, YOLOv7
 
 ![GitHub License](https://img.shields.io/github/license/WongKinYiu/YOLO)
-[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/henry000/YOLO)
 ![WIP](https://img.shields.io/badge/status-WIP-orange)
+![GitHub Actions Workflow Status](https://img.shields.io/github/actions/workflow/status/WongKinYiu/YOLO/main.yaml)
+
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/yolov9-learning-what-you-want-to-learn-using/real-time-object-detection-on-coco)](https://paperswithcode.com/sota/real-time-object-detection-on-coco)
+
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)]()
+[![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-green)](https://huggingface.co/spaces/henry000/YOLO)
+
 <!-- > [!IMPORTANT]
 > This project is currently a Work In Progress and may undergo significant changes. It is not recommended for use in production environments until further notice. Please check back regularly for updates.
 >