diff --git a/.github/workflows/ccpp.yml b/.github/workflows/ccpp.yml
new file mode 100644
index 00000000..d228877a
--- /dev/null
+++ b/.github/workflows/ccpp.yml
@@ -0,0 +1,250 @@
+name: Darknet Continuous Integration
+
+on: [push, pull_request]
+
+jobs:
+  linux-build-vcpkg:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+
+   # Install system dependencies
+    - name: Update apt
+      run: sudo apt update
+    - name: Install dependencies
+      run: sudo apt install libopencv-dev yasm
+
+   # Install latest CMake.
+    - uses: lukka/get-cmake@latest
+
+    # Restore from cache the previously built ports. If "cache miss", then provision vcpkg, install desired ports, finally cache everything for the next run.
+    - name: Restore from cache and run vcpkg
+      env:
+        vcpkgResponseFile: ${{ github.workspace }}/cmake/vcpkg_linux.diff
+      uses: lukka/run-vcpkg@v2
+      with:
+        # Response file stored in source control, it provides the list of ports and triplet(s).
+        vcpkgArguments: '@${{ env.vcpkgResponseFile }}'
+        # Location of the vcpkg as submodule of the repository.
+        vcpkgDirectory: '${{ github.workspace }}/vcpkg'
+        vcpkgGitCommitId: '2bc6cd714f931c32d3299a137d5abe0f86f803e1'
+        # Since the cache must be invalidated when content of the response file changes, let's
+        # compute its hash and append this to the computed cache's key.
+        appendedCacheKey: ${{ hashFiles(env.vcpkgResponseFile) }}
+
+    - name: 'Build with CMake and Ninja'
+      uses: lukka/run-cmake@v2
+      with:
+        cmakeListsOrSettingsJson: CMakeListsTxtAdvanced
+        cmakeListsTxtPath: '${{ github.workspace }}/CMakeLists.txt'
+        useVcpkgToolchainFile: true
+        buildDirectory: '${{ runner.workspace }}/buildDirectory'
+        cmakeBuildType: 'Release'
+        cmakeAppendedArgs: "-DBUILD_SHARED_LIBS=OFF"
+        buildWithCMakeArgs: '--target install'
+
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: cfg
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: data
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/*dark*
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/uselib*
+
+
+  linux-build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v2
+
+   # Install system dependencies
+    - name: Update apt
+      run: sudo apt update
+    - name: Install dependencies
+      run: sudo apt install libopencv-dev yasm
+
+   # Install latest CMake.
+    - uses: lukka/get-cmake@latest
+
+    - name: 'Build with CMake and Ninja'
+      uses: lukka/run-cmake@v2
+      with:
+        cmakeListsOrSettingsJson: CMakeListsTxtAdvanced
+        cmakeListsTxtPath: '${{ github.workspace }}/CMakeLists.txt'
+        useVcpkgToolchainFile: true
+        buildDirectory: '${{ runner.workspace }}/buildDirectory'
+        cmakeBuildType: 'Release'
+        buildWithCMakeArgs: '--target install'
+
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: cfg
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: data
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: ${{ github.workspace }}/*dark*
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: ${{ github.workspace }}/uselib*
+
+
+  macos-build-vcpkg:
+    runs-on: macOS-latest
+    steps:
+    - uses: actions/checkout@v2
+
+   # Install system dependencies
+    - name: Install dependencies
+      run: brew install opencv libomp yasm
+
+   # Install latest CMake.
+    - uses: lukka/get-cmake@latest
+
+    # Restore from cache the previously built ports. If "cache miss", then provision vcpkg, install desired ports, finally cache everything for the next run.
+    - name: Restore from cache and run vcpkg
+      env:
+        vcpkgResponseFile: ${{ github.workspace }}/cmake/vcpkg_osx.diff
+      uses: lukka/run-vcpkg@v2
+      with:
+        # Response file stored in source control, it provides the list of ports and triplet(s).
+        vcpkgArguments: '@${{ env.vcpkgResponseFile }}'
+        # Location of the vcpkg as submodule of the repository.
+        vcpkgDirectory: '${{ github.workspace }}/vcpkg'
+        vcpkgGitCommitId: '2bc6cd714f931c32d3299a137d5abe0f86f803e1'
+        # Since the cache must be invalidated when content of the response file changes, let's
+        # compute its hash and append this to the computed cache's key.
+        appendedCacheKey: ${{ hashFiles(env.vcpkgResponseFile) }}
+
+    - name: 'Build with CMake and Ninja'
+      uses: lukka/run-cmake@v2
+      with:
+        cmakeListsOrSettingsJson: CMakeListsTxtAdvanced
+        cmakeListsTxtPath: '${{ github.workspace }}/CMakeLists.txt'
+        useVcpkgToolchainFile: true
+        buildDirectory: '${{ runner.workspace }}/buildDirectory'
+        cmakeBuildType: 'Release'
+        cmakeAppendedArgs: "-DBUILD_SHARED_LIBS=OFF"
+        buildWithCMakeArgs: '--target install'
+
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: cfg
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: data
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/*dark*
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/uselib*
+
+
+  macos-build:
+    runs-on: macOS-latest
+    steps:
+    - uses: actions/checkout@v2
+
+   # Install system dependencies
+    - name: Install dependencies
+      run: brew install opencv libomp yasm
+
+   # Install latest CMake.
+    - uses: lukka/get-cmake@latest
+
+    - name: 'Build with CMake and Ninja'
+      uses: lukka/run-cmake@v2
+      with:
+        cmakeListsOrSettingsJson: CMakeListsTxtAdvanced
+        cmakeListsTxtPath: '${{ github.workspace }}/CMakeLists.txt'
+        useVcpkgToolchainFile: true
+        buildDirectory: '${{ runner.workspace }}/buildDirectory'
+        cmakeBuildType: 'Release'
+        buildWithCMakeArgs: '--target install'
+
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: cfg
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: data
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: ${{ github.workspace }}/*dark*
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-${{ runner.os }}
+        path: ${{ github.workspace }}/uselib*
+
+
+  windows-build-vcpkg:
+    runs-on: windows-latest
+    steps:
+    - uses: actions/checkout@v2
+
+   # Install latest CMake.
+    - uses: lukka/get-cmake@latest
+
+    # Restore from cache the previously built ports. If "cache miss", then provision vcpkg, install desired ports, finally cache everything for the next run.
+    - name: Restore from cache and run vcpkg
+      env:
+        vcpkgResponseFile: ${{ github.workspace }}/cmake/vcpkg_windows.diff
+      uses: lukka/run-vcpkg@v2
+      with:
+        # Response file stored in source control, it provides the list of ports and triplet(s).
+        vcpkgArguments: '@${{ env.vcpkgResponseFile }}'
+        # Location of the vcpkg as submodule of the repository.
+        vcpkgDirectory: '${{ github.workspace }}/vcpkg'
+        vcpkgGitCommitId: '2bc6cd714f931c32d3299a137d5abe0f86f803e1'
+        # Since the cache must be invalidated when content of the response file changes, let's
+        # compute its hash and append this to the computed cache's key.
+        appendedCacheKey: ${{ hashFiles(env.vcpkgResponseFile) }}
+
+    - name: 'Build with CMake and Ninja'
+      uses: lukka/run-cmake@v2
+      with:
+        cmakeListsOrSettingsJson: CMakeListsTxtAdvanced
+        cmakeListsTxtPath: '${{ github.workspace }}/CMakeLists.txt'
+        useVcpkgToolchainFile: true
+        buildDirectory: '${{ runner.workspace }}/buildDirectory'
+        cmakeBuildType: 'Release'
+        buildWithCMakeArgs: '--target install'
+
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: cfg
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: data
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/*dark*
+    - uses: actions/upload-artifact@v2
+      with:
+        name: darknet-vcpkg-${{ runner.os }}
+        path: ${{ github.workspace }}/uselib*
diff --git a/cmake/vcpkg_linux.diff b/cmake/vcpkg_linux.diff
new file mode 100644
index 00000000..dd4475bc
--- /dev/null
+++ b/cmake/vcpkg_linux.diff
@@ -0,0 +1,6 @@
+stb
+pthreads
+ffmpeg
+opencv[ffmpeg]
+--triplet
+x64-linux
\ No newline at end of file
diff --git a/cmake/vcpkg_osx.diff b/cmake/vcpkg_osx.diff
new file mode 100644
index 00000000..12d2dfe4
--- /dev/null
+++ b/cmake/vcpkg_osx.diff
@@ -0,0 +1,6 @@
+stb
+pthreads
+ffmpeg
+opencv[ffmpeg]
+--triplet
+x64-osx
\ No newline at end of file
diff --git a/cmake/vcpkg_windows.diff b/cmake/vcpkg_windows.diff
new file mode 100644
index 00000000..ff554a81
--- /dev/null
+++ b/cmake/vcpkg_windows.diff
@@ -0,0 +1,6 @@
+stb
+pthreads
+ffmpeg
+opencv[ffmpeg]
+--triplet
+x64-windows
\ No newline at end of file