diff --git a/.daq_pm/configs/onnx_infer b/.daq_pm/configs/onnx_infer
new file mode 100644
index 0000000..58e28ff
--- /dev/null
+++ b/.daq_pm/configs/onnx_infer
@@ -0,0 +1,6 @@
+name DNNLibrary
+type cpp
+target dnn_retrieve_result
+build_dir build_onnxinfer
+cmake_options -DCMAKE_SYSTEM_NAME=Android -DCMAKE_TOOLCHAIN_FILE=~/Android/Sdk/ndk-bundle/build/cmake/android.toolchain.cmake -DANDROID_CPP_FEATURES=exceptions -DANDROID_PLATFORM=android-28 -DANDROID_ABI=arm64-v8a -DCMAKE_EXPORT_COMPILE_COMMANDS=ON -DDNN_READ_ONNX=ON -DONNX_CUSTOM_PROTOC_EXECUTABLE=/usr/bin/protoc
+program_arguments ~/adb_push_and_run.sh binaries/dnn_retrieve_result
diff --git a/CMakeLists.txt b/CMakeLists.txt
index f0feff4..138a804 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -3,6 +3,7 @@ project(DNNLibrary)
 
 option(DNN_BUILD_BIN "Build binaries" ON)
 option(DNN_BUILD_JNI "Build Java Wrapper" OFF)
+option(DNN_READ_ONNX "Read ONNX model directly instead of converting to .daq" ON)
 option(DNN_SYSTEM_PROTOBUF "Use system protobuf when building onnx2daq" OFF)
 
 include(cmake/system.cmake)
@@ -14,7 +15,13 @@ configure_glog()
 if (${CMAKE_SYSTEM_NAME} STREQUAL "Android")
     set (CMAKE_CXX_STANDARD 17)
 
-    add_compile_options(-Os -fno-rtti)
+    add_compile_options(-Os)
+    if (${DNN_READ_ONNX} AND NOT TARGET onnx)
+        include(cmake/onnx.cmake)
+        configure_onnx()
+    else()
+        add_compile_options(-fno-rtti)
+    endif()
     add_subdirectory(dnnlibrary)
     add_subdirectory(binaries)
 else()
diff --git a/dnnlibrary/CMakeLists.txt b/dnnlibrary/CMakeLists.txt
index 60e8b09..efada60 100644
--- a/dnnlibrary/CMakeLists.txt
+++ b/dnnlibrary/CMakeLists.txt
@@ -1,6 +1,6 @@
 # dnn_protobuf_generate_cpp(ONNX_SRCS ONNX_HDRS onnx.proto3)
 
-add_library(dnnlibrary
+set(dnnlibrary_src 
     include/ModelBuilder.h
     include/Model.h
     include/DaqReader.h
@@ -14,6 +14,15 @@ add_library(dnnlibrary
     ${PROJECT_SOURCE_DIR}/common/Shaper.cpp
     ${PROJECT_SOURCE_DIR}/common/StrKeyMap.h 
     )
+if (DNN_READ_ONNX)
+    list(APPEND dnnlibrary_src 
+        src/OnnxReader.cpp
+        src/OnnxReader.h)
+endif()
+
+add_library(dnnlibrary
+    ${dnnlibrary_src}
+    )
 
 target_include_directories(
     dnnlibrary
@@ -48,6 +57,14 @@ target_link_libraries(
     ${neural-networks-lib}
     )
 
+if (DNN_READ_ONNX)
+    target_link_libraries(
+        dnnlibrary
+        onnx
+        )
+endif()
+
+
 treat_warnings_as_errors(dnnlibrary)
 
 if (DNN_BUILD_JNI)
diff --git a/dnnlibrary/src/OnnxReader.cpp b/dnnlibrary/src/OnnxReader.cpp
new file mode 100644
index 0000000..b73defe
--- /dev/null
+++ b/dnnlibrary/src/OnnxReader.cpp
@@ -0,0 +1,3 @@
+#include "OnnxReader.h"
+
+
diff --git a/dnnlibrary/src/OnnxReader.h b/dnnlibrary/src/OnnxReader.h
new file mode 100644
index 0000000..3ec2ded
--- /dev/null
+++ b/dnnlibrary/src/OnnxReader.h
@@ -0,0 +1 @@
+#include <onnx/onnx_pb.h>