diff --git a/ports/dbow2/CONTROL b/ports/dbow2/CONTROL
new file mode 100644
index 0000000000..4b5c4c1e04
--- /dev/null
+++ b/ports/dbow2/CONTROL
@@ -0,0 +1,5 @@
+Source: dbow2
+Version: 2019-08-05
+Homepage: https://github.com/dorian3d/DBoW2
+Description: DBoW2 is an improved version of the DBow library, an open source C++ library for indexing and converting images into a bag-of-word representation. 
+Build-Depends: opencv
diff --git a/ports/dbow2/portfile.cmake b/ports/dbow2/portfile.cmake
new file mode 100644
index 0000000000..c569e89ac0
--- /dev/null
+++ b/ports/dbow2/portfile.cmake
@@ -0,0 +1,30 @@
+include(vcpkg_common_functions)
+
+vcpkg_check_linkage(ONLY_STATIC_LIBRARY)
+
+vcpkg_from_github(
+    OUT_SOURCE_PATH SOURCE_PATH
+    REPO dorian3d/DBoW2
+    REF 4d08e9fc751fac9063874d85a43c1ccdcda8b401
+    SHA512 0a4ad8506c731395cb23d96d0e8afe4131576af88468723b9496cdbc95a031089ecdeb61dbb7205cb3a7599acb60a39887fa9852e7d7a690b8152a1bd26d9bd0
+    HEAD_REF master
+)
+
+vcpkg_configure_cmake(
+    SOURCE_PATH ${SOURCE_PATH}
+    PREFER_NINJA 
+    OPTIONS -DBUILD_Demo=OFF    
+)
+
+vcpkg_install_cmake()
+
+# Move CMake files to the right place
+vcpkg_fixup_cmake_targets(CONFIG_PATH lib/cmake/DBoW2)
+
+file(REMOVE_RECURSE ${CURRENT_PACKAGES_DIR}/debug/include)
+file(REMOVE_RECURSE ${CURRENT_PACKAGES_DIR}/include/DBoW2/DBoW2Config.cmake)
+
+# Handle copyright
+file(COPY ${SOURCE_PATH}/LICENSE.txt DESTINATION ${CURRENT_PACKAGES_DIR}/share/${PORT})
+file(RENAME ${CURRENT_PACKAGES_DIR}/share/${PORT}/LICENSE.txt ${CURRENT_PACKAGES_DIR}/share/${PORT}/copyright)
+