Android face detect and segmentation,facemesh by ncnn
Face detect and segmentation, facemesh by ncnn
1.scrfd
2.yolov5-face
3.yolov7-face
https://github.com/nihui/ncnn-android-scrfd
https://github.com/deepcam-cn/yolov5-face
https://github.com/Tencent/ncnn
https://github.com/thepowerfuldeez/facemesh.pytorch
https://github.com/derronqi/yolov7-face
I have downloaded the repo and set up the opencv and ncnn.
opencv: SET(OpenCV_VERSION 4.5.1)
nccn version: ncnn-20210322-android-vulkan
NDK Version: 22.1.7171670
The build compilation is successful but when I try to deploy this code onto my Android device this is the error I face:
Build command failed. Error while executing process /Users/harish/Library/Android/sdk/cmake/3.10.2.4988404/bin/ninja with arguments {-C /Users/harish/Coding/ncnn-android-scrfd/app/.cxx/cmake/debug/x86 scrfdncnn} ninja: Entering directory /Users/harish/Coding/ncnn-android-scrfd/app/.cxx/cmake/debug/x86'
[1/1] Linking CXX shared library /Users/harish/Coding/ncnn-android-scrfd/app/build/intermediates/cmake/debug/obj/x86/libscrfdncnn.so
FAILED: /Users/harish/Coding/ncnn-android-scrfd/app/build/intermediates/cmake/debug/obj/x86/libscrfdncnn.so
: && /Users/harish/Library/Android/sdk/ndk/22.1.7171670/toolchains/llvm/prebuilt/darwin-x86_64/bin/clang++ --target=i686-none-linux-android24 --gcc-toolchain=/Users/harish/Library/Android/sdk/ndk/22.1.7171670/toolchains/llvm/prebuilt/darwin-x86_64 --sysroot=/Users/harish/Library/Android/sdk/ndk/22.1.7171670/toolchains/llvm/prebuilt/darwin-x86_64/sysroot -fPIC -g -DANDROID -fdata-sections -ffunction-sections -funwind-tables -fstack-protector-strong -no-canonical-prefixes -D_FORTIFY_SOURCE=2 -Wformat -Werror=format-security -O0 -fno-limit-debug-info -Wl,--exclude-libs,libgcc.a -Wl,--exclude-libs,libgcc_real.a -Wl,--exclude-libs,libatomic.a -static-libstdc++ -Wl,--build-id=sha1 -Wl,--no-rosegment -Wl,--fatal-warnings -Wl,--no-undefined -Qunused-arguments -shared -Wl,-soname,libscrfdncnn.so -o /Users/harish/Coding/ncnn-android-scrfd/app/build/intermediates/cmake/debug/obj/x86/libscrfdncnn.so CMakeFiles/scrfdncnn.dir/scrfdncnn.cpp.o CMakeFiles/scrfdncnn.dir/scrfd.cpp.o CMakeFiles/scrfdncnn.dir/ndkcamera.cpp.o /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libncnn.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_imgproc.a -lcamera2ndk -lmediandk -fopenmp -static-openmp /Users/harish/Library/Android/sdk/ndk/22.1.7171670/toolchains/llvm/prebuilt/darwin-x86_64/sysroot/usr/lib/i686-linux-android/24/libvulkan.so /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libglslang.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libSPIRV.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libMachineIndependent.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libOGLCompiler.a /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libOSDependent.a -pthread /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/ncnn-20210322-android-vulkan/x86/lib/libGenericCodeGen.a -landroid -ljnigraphics /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a -ldl -lm -llog -latomic -lm && :
ld: error: undefined symbol: gzopen
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::open(char const*, int, char const*)) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
ld: error: undefined symbol: gzgets
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::getsFromFile(char*, int)) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
ld: error: undefined symbol: gzputs
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::puts(char const*)) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
ld: error: undefined symbol: gzeof
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::eof()) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
ld: error: undefined symbol: gzclose
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::closeFile()) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
ld: error: undefined symbol: gzrewind
referenced by persistence.cpp
persistence.cpp.o:(cv::FileStorage::Impl::rewind()) in archive /Users/harish/Coding/ncnn-android-scrfd/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/staticlibs/x86/libopencv_core.a
clang++: error: linker command failed with exit code 1 (use -v to see invocation)
ninja: build stopped: subcommand failed.
`
你好，FaceMesh输出的关键点位置不对
如果把脸位置超出左上角，看到模型输出的坐标没有负数
在MidiaPipe中是有负数的
我的手机是小米11
Could NOT find Threads (missing: Threads_FOUND)
Call Stack (most recent call first):
Hello, Great work with this!
We're a team of Computer vision developers and work with TNN, Ncnn + MNN - and I'd like to have your email for some further discussion if it's fine with you?
my email - kris AT tap.pm
您好，请问可以分享下如何从将模型pytorch转换到ncnn吗？需要修改计算图吗？
Hello,
here passing 0 for mean values lead to skipping of mean subtraction step.
However before that in code pass mean values equal to 127.5f.
So which is correct?
我从
https://github.com/deepcam-cn/yolov5-face
下载的yolov5n-0.5.pt模型，转换成ncnn后，bin只有1.68m。而且param也不一样：
这个是我转换后的param
7767517
244 271
Input data 0 1 data
Convolution Conv_0 1 1 data 389 0=16 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=432
Swish Mul_2 1 1 389 391
Split splitncnn_0 1 2 391 391_splitncnn_0 391_splitncnn_1
Convolution Conv_3 1 1 391_splitncnn_1 392 0=8 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=128
Swish Mul_5 1 1 392 394
Convolution Conv_6 1 1 394 395 0=16 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=1152
Swish Mul_8 1 1 395 397
Pooling MaxPool_9 1 1 391_splitncnn_0 398 0=0 1=2 11=2 2=2 12=2 3=0 13=0 14=0 15=0 5=0
Concat Concat_10 2 1 397 398 399 0=0
Convolution Conv_11 1 1 399 400 0=16 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=512
Swish Mul_13 1 1 400 402
Split splitncnn_1 1 2 402 402_splitncnn_0 402_splitncnn_1
ConvolutionDepthWise Conv_14 1 1 402_splitncnn_1 952 0=16 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=144 7=16
Convolution Conv_15 1 1 952 955 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=512
Swish Mul_17 1 1 955 408
Convolution Conv_18 1 1 402_splitncnn_0 958 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=512
Swish Mul_20 1 1 958 412
ConvolutionDepthWise Conv_21 1 1 412 961 0=32 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=288 7=32
Convolution Conv_22 1 1 961 964 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_24 1 1 964 418
Concat Concat_25 2 1 408 418 419 0=0
ShuffleChannel Reshape_30 1 1 419 424 0=2 1=0
Split splitncnn_2 1 2 424 424_splitncnn_0 424_splitncnn_1
Crop Slice_41 1 1 424_splitncnn_1 435 -23309=1,0 -23310=1,32 -23311=1,0
Crop Slice_44 1 1 424_splitncnn_0 438 -23309=1,32 -23310=1,64 -23311=1,0
Convolution Conv_45 1 1 438 967 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_47 1 1 967 442
ConvolutionDepthWise Conv_48 1 1 442 970 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=288 7=32
Convolution Conv_49 1 1 970 973 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_51 1 1 973 448
Concat Concat_52 2 1 435 448 449 0=0
ShuffleChannel Reshape_57 1 1 449 454 0=2 1=0
Split splitncnn_3 1 2 454 454_splitncnn_0 454_splitncnn_1
Crop Slice_68 1 1 454_splitncnn_1 465 -23309=1,0 -23310=1,32 -23311=1,0
Crop Slice_71 1 1 454_splitncnn_0 468 -23309=1,32 -23310=1,64 -23311=1,0
Convolution Conv_72 1 1 468 976 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_74 1 1 976 472
ConvolutionDepthWise Conv_75 1 1 472 979 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=288 7=32
Convolution Conv_76 1 1 979 982 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_78 1 1 982 478
Concat Concat_79 2 1 465 478 479 0=0
ShuffleChannel Reshape_84 1 1 479 484 0=2 1=0
Split splitncnn_4 1 2 484 484_splitncnn_0 484_splitncnn_1
Crop Slice_95 1 1 484_splitncnn_1 495 -23309=1,0 -23310=1,32 -23311=1,0
Crop Slice_98 1 1 484_splitncnn_0 498 -23309=1,32 -23310=1,64 -23311=1,0
Convolution Conv_99 1 1 498 985 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_101 1 1 985 502
ConvolutionDepthWise Conv_102 1 1 502 988 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=288 7=32
Convolution Conv_103 1 1 988 991 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_105 1 1 991 508
Concat Concat_106 2 1 495 508 509 0=0
ShuffleChannel Reshape_111 1 1 509 514 0=2 1=0
Split splitncnn_5 1 3 514 514_splitncnn_0 514_splitncnn_1 514_splitncnn_2
ConvolutionDepthWise Conv_112 1 1 514_splitncnn_2 994 0=64 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_113 1 1 994 997 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_115 1 1 997 520
Convolution Conv_116 1 1 514_splitncnn_1 1000 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_118 1 1 1000 524
ConvolutionDepthWise Conv_119 1 1 524 1003 0=64 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_120 1 1 1003 1006 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_122 1 1 1006 530
Concat Concat_123 2 1 520 530 531 0=0
ShuffleChannel Reshape_128 1 1 531 536 0=2 1=0
Split splitncnn_6 1 2 536 536_splitncnn_0 536_splitncnn_1
Crop Slice_139 1 1 536_splitncnn_1 547 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_142 1 1 536_splitncnn_0 550 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_143 1 1 550 1009 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_145 1 1 1009 554
ConvolutionDepthWise Conv_146 1 1 554 1012 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_147 1 1 1012 1015 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_149 1 1 1015 560
Concat Concat_150 2 1 547 560 561 0=0
ShuffleChannel Reshape_155 1 1 561 566 0=2 1=0
Split splitncnn_7 1 2 566 566_splitncnn_0 566_splitncnn_1
Crop Slice_166 1 1 566_splitncnn_1 577 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_169 1 1 566_splitncnn_0 580 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_170 1 1 580 1018 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_172 1 1 1018 584
ConvolutionDepthWise Conv_173 1 1 584 1021 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_174 1 1 1021 1024 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_176 1 1 1024 590
Concat Concat_177 2 1 577 590 591 0=0
ShuffleChannel Reshape_182 1 1 591 596 0=2 1=0
Split splitncnn_8 1 2 596 596_splitncnn_0 596_splitncnn_1
Crop Slice_193 1 1 596_splitncnn_1 607 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_196 1 1 596_splitncnn_0 610 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_197 1 1 610 1027 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_199 1 1 1027 614
ConvolutionDepthWise Conv_200 1 1 614 1030 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_201 1 1 1030 1033 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_203 1 1 1033 620
Concat Concat_204 2 1 607 620 621 0=0
ShuffleChannel Reshape_209 1 1 621 626 0=2 1=0
Split splitncnn_9 1 2 626 626_splitncnn_0 626_splitncnn_1
Crop Slice_220 1 1 626_splitncnn_1 637 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_223 1 1 626_splitncnn_0 640 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_224 1 1 640 1036 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_226 1 1 1036 644
ConvolutionDepthWise Conv_227 1 1 644 1039 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_228 1 1 1039 1042 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_230 1 1 1042 650
Concat Concat_231 2 1 637 650 651 0=0
ShuffleChannel Reshape_236 1 1 651 656 0=2 1=0
Split splitncnn_10 1 2 656 656_splitncnn_0 656_splitncnn_1
Crop Slice_247 1 1 656_splitncnn_1 667 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_250 1 1 656_splitncnn_0 670 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_251 1 1 670 1045 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_253 1 1 1045 674
ConvolutionDepthWise Conv_254 1 1 674 1048 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_255 1 1 1048 1051 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_257 1 1 1051 680
Concat Concat_258 2 1 667 680 681 0=0
ShuffleChannel Reshape_263 1 1 681 686 0=2 1=0
Split splitncnn_11 1 2 686 686_splitncnn_0 686_splitncnn_1
Crop Slice_274 1 1 686_splitncnn_1 697 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_277 1 1 686_splitncnn_0 700 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_278 1 1 700 1054 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_280 1 1 1054 704
ConvolutionDepthWise Conv_281 1 1 704 1057 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_282 1 1 1057 1060 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_284 1 1 1060 710
Concat Concat_285 2 1 697 710 711 0=0
ShuffleChannel Reshape_290 1 1 711 716 0=2 1=0
Split splitncnn_12 1 2 716 716_splitncnn_0 716_splitncnn_1
Crop Slice_301 1 1 716_splitncnn_1 727 -23309=1,0 -23310=1,64 -23311=1,0
Crop Slice_304 1 1 716_splitncnn_0 730 -23309=1,64 -23310=1,128 -23311=1,0
Convolution Conv_305 1 1 730 1063 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_307 1 1 1063 734
ConvolutionDepthWise Conv_308 1 1 734 1066 0=64 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=576 7=64
Convolution Conv_309 1 1 1066 1069 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_311 1 1 1069 740
Concat Concat_312 2 1 727 740 741 0=0
ShuffleChannel Reshape_317 1 1 741 746 0=2 1=0
Split splitncnn_13 1 3 746 746_splitncnn_0 746_splitncnn_1 746_splitncnn_2
ConvolutionDepthWise Conv_318 1 1 746_splitncnn_2 1072 0=128 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=1152 7=128
Convolution Conv_319 1 1 1072 1075 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_321 1 1 1075 752
Convolution Conv_322 1 1 746_splitncnn_1 1078 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_324 1 1 1078 756
ConvolutionDepthWise Conv_325 1 1 756 1081 0=128 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=1152 7=128
Convolution Conv_326 1 1 1081 1084 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_328 1 1 1084 762
Concat Concat_329 2 1 752 762 763 0=0
ShuffleChannel Reshape_334 1 1 763 768 0=2 1=0
Split splitncnn_14 1 2 768 768_splitncnn_0 768_splitncnn_1
Crop Slice_345 1 1 768_splitncnn_1 779 -23309=1,0 -23310=1,128 -23311=1,0
Crop Slice_348 1 1 768_splitncnn_0 782 -23309=1,128 -23310=1,256 -23311=1,0
Convolution Conv_349 1 1 782 1087 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_351 1 1 1087 786
ConvolutionDepthWise Conv_352 1 1 786 1090 0=128 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=1152 7=128
Convolution Conv_353 1 1 1090 1093 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_355 1 1 1093 792
Concat Concat_356 2 1 779 792 793 0=0
ShuffleChannel Reshape_361 1 1 793 798 0=2 1=0
Split splitncnn_15 1 2 798 798_splitncnn_0 798_splitncnn_1
Crop Slice_372 1 1 798_splitncnn_1 809 -23309=1,0 -23310=1,128 -23311=1,0
Crop Slice_375 1 1 798_splitncnn_0 812 -23309=1,128 -23310=1,256 -23311=1,0
Convolution Conv_376 1 1 812 1096 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_378 1 1 1096 816
ConvolutionDepthWise Conv_379 1 1 816 1099 0=128 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=1152 7=128
Convolution Conv_380 1 1 1099 1102 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_382 1 1 1102 822
Concat Concat_383 2 1 809 822 823 0=0
ShuffleChannel Reshape_388 1 1 823 828 0=2 1=0
Split splitncnn_16 1 2 828 828_splitncnn_0 828_splitncnn_1
Crop Slice_399 1 1 828_splitncnn_1 839 -23309=1,0 -23310=1,128 -23311=1,0
Crop Slice_402 1 1 828_splitncnn_0 842 -23309=1,128 -23310=1,256 -23311=1,0
Convolution Conv_403 1 1 842 1105 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_405 1 1 1105 846
ConvolutionDepthWise Conv_406 1 1 846 1108 0=128 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=1152 7=128
Convolution Conv_407 1 1 1108 1111 0=128 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_409 1 1 1111 852
Concat Concat_410 2 1 839 852 853 0=0
ShuffleChannel Reshape_415 1 1 853 858 0=2 1=0
Convolution Conv_416 1 1 858 859 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=16384
Swish Mul_418 1 1 859 861
Split splitncnn_17 1 2 861 861_splitncnn_0 861_splitncnn_1
Interp Resize_420 1 1 861_splitncnn_1 866 0=1 1=2.000000e+00 2=2.000000e+00 3=0 4=0 6=0
Concat Concat_421 2 1 866 746_splitncnn_0 867 0=0
Split splitncnn_18 1 2 867 867_splitncnn_0 867_splitncnn_1
Convolution Conv_422 1 1 867_splitncnn_1 868 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=6144
Swish Mul_424 1 1 868 870
Convolution Conv_425 1 1 870 871 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_427 1 1 871 873
Convolution Conv_428 1 1 873 874 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=9216
Swish Mul_430 1 1 874 876
Convolution Conv_431 1 1 867_splitncnn_0 877 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=6144
Swish Mul_433 1 1 877 879
Concat Concat_434 2 1 876 879 880 0=0
Convolution Conv_435 1 1 880 881 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_437 1 1 881 883
Convolution Conv_438 1 1 883 884 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_440 1 1 884 886
Split splitncnn_19 1 2 886 886_splitncnn_0 886_splitncnn_1
Interp Resize_442 1 1 886_splitncnn_1 891 0=1 1=2.000000e+00 2=2.000000e+00 3=0 4=0 6=0
Concat Concat_443 2 1 891 514_splitncnn_0 892 0=0
Split splitncnn_20 1 2 892 892_splitncnn_0 892_splitncnn_1
Convolution Conv_444 1 1 892_splitncnn_1 893 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_446 1 1 893 895
Convolution Conv_447 1 1 895 896 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_449 1 1 896 898
Convolution Conv_450 1 1 898 899 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=9216
Swish Mul_452 1 1 899 901
Convolution Conv_453 1 1 892_splitncnn_0 902 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_455 1 1 902 904
Concat Concat_456 2 1 901 904 905 0=0
Convolution Conv_457 1 1 905 906 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_459 1 1 906 908
Split splitncnn_21 1 2 908 908_splitncnn_0 908_splitncnn_1
Convolution Conv_460 1 1 908_splitncnn_1 909 0=64 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=36864
Swish Mul_462 1 1 909 911
Concat Concat_463 2 1 911 886_splitncnn_0 912 0=0
Split splitncnn_22 1 2 912 912_splitncnn_0 912_splitncnn_1
Convolution Conv_464 1 1 912_splitncnn_1 913 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_466 1 1 913 915
Convolution Conv_467 1 1 915 916 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_469 1 1 916 918
Convolution Conv_470 1 1 918 919 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=9216
Swish Mul_472 1 1 919 921
Convolution Conv_473 1 1 912_splitncnn_0 922 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_475 1 1 922 924
Concat Concat_476 2 1 921 924 925 0=0
Convolution Conv_477 1 1 925 926 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_479 1 1 926 928
Split splitncnn_23 1 2 928 928_splitncnn_0 928_splitncnn_1
Convolution Conv_480 1 1 928_splitncnn_1 929 0=64 1=3 11=3 2=1 12=1 3=2 13=2 4=1 14=1 15=1 16=1 5=1 6=36864
Swish Mul_482 1 1 929 931
Concat Concat_483 2 1 931 861_splitncnn_0 932 0=0
Split splitncnn_24 1 2 932 932_splitncnn_0 932_splitncnn_1
Convolution Conv_484 1 1 932_splitncnn_1 933 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_486 1 1 933 935
Convolution Conv_487 1 1 935 936 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=1024
Swish Mul_489 1 1 936 938
Convolution Conv_490 1 1 938 939 0=32 1=3 11=3 2=1 12=1 3=1 13=1 4=1 14=1 15=1 16=1 5=1 6=9216
Swish Mul_492 1 1 939 941
Convolution Conv_493 1 1 932_splitncnn_0 942 0=32 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_495 1 1 942 944
Concat Concat_496 2 1 941 944 945 0=0
Convolution Conv_497 1 1 945 946 0=64 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=4096
Swish Mul_499 1 1 946 948
Convolution Conv_500 1 1 908_splitncnn_0 stride_8 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=3072
Convolution Conv_501 1 1 928_splitncnn_0 stride_16 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=3072
Convolution Conv_502 1 1 948 stride_32 0=48 1=1 11=1 2=1 12=1 3=1 13=1 4=0 14=0 15=0 16=0 5=1 6=3072
===
请问可以分享一下您的原pt模型和转换脚本吗？我对比分析一下差异，谢谢
Hello @FeiGeChuanShu, can be change input shape of FaceSegment model?
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