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[Update] FaceFusion Speed up #446
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DefTruth
approved these changes
Dec 9, 2024
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LGTM
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This pull request includes several changes to improve the functionality and performance of the
lite
module, particularly focusing on face recognition and restoration. The most important changes include adjustments to the build configuration, updates to file paths, enhancements to the face detection pipeline, and optimizations for multi-threading and performance measurement.Build Configuration Changes:
ENABLE_TEST
andENABLE_TENSORRT
options inCMakeLists.txt
to streamline the build process.File Path Updates:
examples/lite/cv/test_lite_facefusion_pipeline.cpp
to use absolute paths for consistency and reliability. [1] [2]Face Detection and Recognition Enhancements:
test_tensorrt
inexamples/lite/cv/test_lite_facefusion_pipeline.cpp
to support TensorRT engine for face detection.lite/trt/cv/trt_face_68landmarks_mt.cpp
by resizing vectors and modifying function signatures to include thread IDs. [1] [2] [3] [4] [5] [6] [7] [8]Performance Measurement:
lite/trt/cv/trt_face_restoration.cpp
andlite/trt/cv/trt_face_swap.cpp
to log preprocessing, inference, and postprocessing times. [1] [2] [3] [4] [5]Miscellaneous:
lite/ort/cv/yolofacev8.cpp
.lite/ort/cv/yolofacev8.cpp
.lite/trt/cv/trt_face_recognizer.h
andlite/trt/cv/trt_face_restoration.h
. [1] [2]