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| Original file line number | Diff line number | Diff line change |
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| cmake_minimum_required(VERSION 3.0) | ||
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| # Create project | ||
| set(ProjectName "main") | ||
| project(${ProjectName}) | ||
| set_property(DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR} PROPERTY VS_STARTUP_PROJECT ${ProjectName}) | ||
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| # Select build system and set compile options | ||
| include(${CMAKE_CURRENT_LIST_DIR}/../common_helper/cmakes/build_setting.cmake) | ||
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| # Create executable file | ||
| add_executable(${ProjectName} main.cpp) | ||
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| # Link ImageProcessor module | ||
| add_subdirectory(./image_processor image_processor) | ||
| target_include_directories(${ProjectName} PUBLIC ./image_processor) | ||
| target_link_libraries(${ProjectName} ImageProcessor) | ||
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| # For OpenCV | ||
| find_package(OpenCV REQUIRED) | ||
| target_include_directories(${ProjectName} PUBLIC ${OpenCV_INCLUDE_DIRS}) | ||
| target_link_libraries(${ProjectName} ${OpenCV_LIBS}) | ||
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| # Copy resouce | ||
| file(COPY ${CMAKE_CURRENT_LIST_DIR}/../resource DESTINATION ${CMAKE_BINARY_DIR}/) | ||
| add_definitions(-DRESOURCE_DIR="${CMAKE_BINARY_DIR}/resource/") |
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| # YOLOX with TensorFlowLite/TensorRT/OpenCV/OpenVINO/ncnn/MNN/ArmNN/ONNXRuntime/TensorFlow in C++ on Windows/Linux/Linux(Arm)/Android | ||
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| ] | ||
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| ## Target Environment, How to Build, How to Run | ||
| 1. Please follow the instruction: https://github.com/iwatake2222/InferenceHelper_Sample | ||
| 2. Build `pj_det_yolox` project (this directory) | ||
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| ## Tested environments | ||
| | Framework | Windows (x64) | Linux (x64) | Linux (aarch64) | Android (aarch64) | | ||
| |---------------------------|-----------------|-----------------|-----------------|-------------------| | ||
| | TensorFlow Lite | [x] | [x] | [x] | [x] | | ||
| | TensorFlow Lite + XNNPACK | [x] | [x] | [x] | [x] | | ||
| | TensorFlow Lite + EdgeTPU | [x] bad result | [ ] | [x] bad result | Unsupported | | ||
| | TensorFlow Lite + GPU | No library | No library | No library | [x] | | ||
| | TensorFlow Lite + NNAPI | No library | No library | No library | [x] | | ||
| | TensorRT | [x] | [ ] | [x] | No library | | ||
| | OpenCV(dnn) | [x] | [x] | [ ] | [x] | | ||
| | OpenVINO with OpenCV | [x] | [x] | Unsupported | Unsupported | | ||
| | ncnn | [x] | [x] | No library | [x] | | ||
| | MNN | [x] | [x] | [x] | [x] | | ||
| | ~~SNPE~~ | Unsupported | Unsupported | [ ] | [ ] | | ||
| | Arm NN | Unsupported | [ ] | [x] | No library | | ||
| | NNabla | [ ] no model | No library | No library | No library | | ||
| | ONNX Runtime | [x] | [x] | [x] | [ ] error | | ||
| | LibTorch | No model | No model | No model | No model | | ||
| | TensorFlow | [x] | [ ] | No library | No library | | ||
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| ## Note | ||
| - To run with OpenVINO, enable OpenCV and uncomment the following line | ||
| - `//#define MODEL_NAME "yolox_nano_480x640/model_float32.xml" /* for OpenVINO */` | ||
| - To run on Android, modify `ViewAndroid\app\src\main\cpp\CMakeLists.txt` | ||
| - `set(ImageProcessor_DIR "${CMAKE_CURRENT_LIST_DIR}/../../../../../pj_det_yolox/image_processor")` | ||
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| ## Acknowledgements | ||
| - https://github.com/Megvii-BaseDetection/YOLOX | ||
| - https://github.com/PINTO0309/PINTO_model_zoo | ||
| - https://github.com/Tencent/ncnn |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,81 @@ | ||
| cmake_minimum_required(VERSION 3.0) | ||
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| set(LibraryName "ImageProcessor") | ||
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| # Create library | ||
| add_library (${LibraryName} image_processor.cpp image_processor.h detection_engine.cpp detection_engine.h) | ||
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| # For OpenCV | ||
| find_package(OpenCV REQUIRED) | ||
| target_include_directories(${LibraryName} PUBLIC ${OpenCV_INCLUDE_DIRS}) | ||
| target_link_libraries(${LibraryName} ${OpenCV_LIBS}) | ||
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| # Link Common Helper module | ||
| add_subdirectory(${CMAKE_CURRENT_LIST_DIR}/../../common_helper common_helper) | ||
| target_include_directories(${LibraryName} PUBLIC ${CMAKE_CURRENT_LIST_DIR}/../../common_helper) | ||
| target_link_libraries(${LibraryName} CommonHelper) | ||
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| # For InferenceHelper | ||
| set(INFERENCE_HELPER_DIR ${CMAKE_CURRENT_LIST_DIR}/../../InferenceHelper/) | ||
| add_subdirectory(${INFERENCE_HELPER_DIR}/inference_helper inference_helper) | ||
| target_include_directories(${LibraryName} PUBLIC ${INFERENCE_HELPER_DIR}/inference_helper) | ||
| target_link_libraries(${LibraryName} InferenceHelper) | ||
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| # Add definition to select framework automatically. You don't need this in the real product | ||
| if(INFERENCE_HELPER_ENABLE_OPENCV) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_OPENCV) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TENSORRT) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TENSORRT) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TFLITE) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TFLITE) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_GPU) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_GPU) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_EDGETPU) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_EDGETPU) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_XNNPACK) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_XNNPACK) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_NNAPI) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TFLITE_DELEGATE_NNAPI) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_NCNN) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_NCNN) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_MNN) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_MNN) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_SNPE) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_SNPE) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_ARMNN) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_ARMNN) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_NNABLA) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_NNABLA) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_NNABLA_CUDA) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_NNABLA_CUDA) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_ONNX_RUNTIME) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_ONNX_RUNTIME) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_ONNX_RUNTIME_CUDA) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_ONNX_RUNTIME_CUDA) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_LIBTORCH) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_LIBTORCH) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_LIBTORCH_CUDA) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_LIBTORCH_CUDA) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TENSORFLOW) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TENSORFLOW) | ||
| endif() | ||
| if(INFERENCE_HELPER_ENABLE_TENSORFLOW_GPU) | ||
| add_definitions(-DINFERENCE_HELPER_ENABLE_TENSORFLOW_GPU) | ||
| endif() |
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