wuhuikai / faceswap Goto Github PK

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Swap face between two photos.

Python 99.33% Shell 0.67%

faceswap's Introduction

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hanshou101 niczem suzhenghang itisgrisha modelincubator ajiraco georgekaspar droliven xiangshaocheng kp-forks marcinosypka aaryanmontana sfetome samsgates iphytech lastrei zhangxiaoyu00 mercuree horwardle9 mothpro sandrakumi ssgalitsky watson3025 dev800 arkhoms rawatboonchoo napat alperendir hhy5277 yudie433 chenlijn jqueguiner wangzikui ejlai eltonoliver praduca edenbuaa liuguoyou junsangpark aiwebbot gaoyuqi usingtcnower ak9250 pylyq victor8733 wy2609 paul1989889 trusovandrey1 jinghongmiao chengjingfeng catmonkeylee hmyit hakanaku1234 crackercat dtgrid tonioliveira ashwinrz farleyliu hong-chen adeolaonads kknet hmnredoy seafarer2008 mikana0918 samp50old j1ngs saivarun97 ricohasgithub 1165048017 hzxgo beidou9313 jeasydev creeperface00 aihill gorpo simonstjg yanhuiguo dafrenchyman marcushorwich scutlihaoyu noobslayaa123 huguensjean chenhaozou wrager kj96 bluelee333633 jimin755 daidongzhe yuripourre-forks linecode mariyam-maisha machine-learning-simplified boozyguo orzlk flyingdisc f-society-freaks xieydd whtmddn317 jakegut t-mac-curry

faceswap's Issues

Incorrect color using --warp_2d option

Hi, Developer.

Thank you for this great app.
I tried your app and work nicely.

When I was trying your app, sometimes --warp_2d will give better result than without it.
The only issue that I found is --wrap_2d uses "face" color tone instead of using "target" color tone which resulting inconsistent result color.

Is it possible for --wrap_2d to also adjust the "face" color tone to follow "target" color tone?

Thanks

Can this be used in another project?

Hi, I and my teammates @Acrylami and @david-osas are working on an open-source project and we found your project. We want to use the code to build core functionalities. Before proceeding, we want to ask for permission.
Please let us know if we can use FaceSwap by providing the credits.

只替换部分区域

如何只替换部分区域，比如传入48到60就只替换嘴部的区域

do not understand function `correct_colours`

Hello, I still can not understand the functionality of correct_colours function in here . Can you explain it ?

Thanks.
Looking forward to your reply.

Documentation

Is there a link to any documentation on how the program works and an explanation of the code ?

Simple face swap

Very interesting and easy to use work!
I was wondering, is there any ways not to transform the reference face? I'm simply looking for a replacement of the original face with of course clean edges and colors. But no transformation in the original face.

Is there a way to do it within the code?

Script is not finishing if you close the debug windows manually

When you run the script and close the upcomming debug image windows manually (by clicking the (x) or via the close context menu) the script is not stopping because its waiting for

cv2.waitKey(0)

TypeError: Invalid index type

There is a error occour when I execute the command
python main.py --src imgs/test6.jpg --dst imgs/test7.jpg --out results/output6_7.jpg --correct_color

How can I fix it? thanks!

cannot install dependencies

Hi,

I don't know much about python.
I'm using OSX and have python and python3 available, also pip and pip3.

There is no instruction how to install dependencies and which version of python and pip is required.
Anyhow, I tried it this:

pip3 install -r requirements.txt
Collecting dlib==19.9.0 (from -r requirements.txt (line 4))
  Using cached https://files.pythonhosted.org/packages/23/7a/891d4c46cdf755fb69eec0f06a53033d3754bf68ace5342ad56aeb540aa1/dlib-19.9.0.tar.gz
Collecting numpy==1.13.1 (from -r requirements.txt (line 8))
  Using cached https://files.pythonhosted.org/packages/c0/3a/40967d9f5675fbb097ffec170f59c2ba19fc96373e73ad47c2cae9a30aed/numpy-1.13.1.zip
Collecting opencv==3.4.3.18 (from -r requirements.txt (line 14))
  Could not find a version that satisfies the requirement opencv==3.4.3.18 (from -r requirements.txt (line 14)) (from versions: )
No matching distribution found for opencv==3.4.3.18 (from -r requirements.txt (line 14))

but as you see it failed.

Install it via pip3 install opencv-python worked.
Then I removed opencv from requirements.txt file and tried again:

The output started with this

pip3 install -r requirements.txt
Collecting dlib==19.9.0 (from -r requirements.txt (line 4))
  Using cached https://files.pythonhosted.org/packages/23/7a/891d4c46cdf755fb69eec0f06a53033d3754bf68ace5342ad56aeb540aa1/dlib-19.9.0.tar.gz
Collecting numpy==1.13.1 (from -r requirements.txt (line 8))
  Using cached https://files.pythonhosted.org/packages/c0/3a/40967d9f5675fbb097ffec170f59c2ba19fc96373e73ad47c2cae9a30aed/numpy-1.13.1.zip
Collecting scipy==0.18.0 (from -r requirements.txt (line 16))
  Using cached https://files.pythonhosted.org/packages/01/a1/dce70d47377d662aa4b0895df8431aee92cea6faefaab9dae21b0f901ded/scipy-0.18.0.tar.gz
Building wheels for collected packages: dlib, numpy, scipy
  Running setup.py bdist_wheel for dlib ... error
  Complete output from command /usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-5dbk1pv7/dlib/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" bdist_wheel -d /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-wheel-p9qb_qxu --python-tag cp37:
  running bdist_wheel
  running build
  running build_py
  package init file 'dlib/__init__.py' not found (or not a regular file)
  running build_ext
  Invoking CMake setup: 'cmake /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-5dbk1pv7/dlib/tools/python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-5dbk1pv7/dlib/build/lib.macosx-10.12-x86_64-3.7 -DPYTHON_EXECUTABLE=/usr/local/opt/python/bin/python3.7 -DCMAKE_BUILD_TYPE=Release'
  error: [Errno 2] No such file or directory: 'cmake': 'cmake'

  ----------------------------------------
  Failed building wheel for dlib
  Running setup.py clean for dlib
  Running setup.py bdist_wheel for numpy ... -

after a while it stopped with this output:

clang -bundle -undefined dynamic_lookup build/temp.macosx-10.12-x86_64-3.7/build/src.macosx-10.12-x86_64-3.7/numpy/linalg/umath_linalg.o build/temp.macosx-10.12-x86_64-3.7/numpy/linalg/lapack_lite/python_xerbla.o -L/usr/local/lib -L/usr/local/opt/openssl/lib -L/usr/local/opt/sqlite/lib -Lbuild/temp.macosx-10.12-x86_64-3.7 -lnpymath -o build/lib.macosx-10.12-x86_64-3.7/numpy/linalg/_umath_linalg.cpython-37m-darwin.so -Wl,-framework -Wl,Accelerate
  building 'numpy.random.mtrand' extension
  compiling C sources
  C compiler: clang -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall

  creating build/temp.macosx-10.12-x86_64-3.7/numpy/random
  creating build/temp.macosx-10.12-x86_64-3.7/numpy/random/mtrand
  compile options: '-D_FILE_OFFSET_BITS=64 -D_LARGEFILE_SOURCE=1 -D_LARGEFILE64_SOURCE=1 -Inumpy/core/include -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/include/numpy -Inumpy/core/src/private -Inumpy/core/src -Inumpy/core -Inumpy/core/src/npymath -Inumpy/core/src/multiarray -Inumpy/core/src/umath -Inumpy/core/src/npysort -I/usr/local/include -I/usr/local/opt/openssl/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -c'
  clang: numpy/random/mtrand/mtrand.c
  numpy/random/mtrand/mtrand.c:44374:65: error: too many arguments to function call, expected 3, have 4
      return (*((__Pyx_PyCFunctionFast)meth)) (self, args, nargs, NULL);
             ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~                     ^~~~
  /Library/Developer/CommandLineTools/usr/lib/clang/9.0.0/include/stddef.h:105:16: note: expanded from macro 'NULL'
  #  define NULL ((void*)0)
                 ^~~~~~~~~~
  numpy/random/mtrand/mtrand.c:44793:21: error: no member named 'exc_type' in 'struct _ts'
      *type = tstate->exc_type;
              ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44794:22: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      *value = tstate->exc_value;
                       ^~~~~~~~~
                       curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44795:19: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      *tb = tstate->exc_traceback;
                    ^~~~~~~~~~~~~
                    curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44802:24: error: no member named 'exc_type' in 'struct _ts'
      tmp_type = tstate->exc_type;
                 ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44803:25: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tmp_value = tstate->exc_value;
                          ^~~~~~~~~
                          curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44804:22: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tmp_tb = tstate->exc_traceback;
                       ^~~~~~~~~~~~~
                       curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44805:13: error: no member named 'exc_type' in 'struct _ts'
      tstate->exc_type = type;
      ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44806:13: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tstate->exc_value = value;
              ^~~~~~~~~
              curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44807:13: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tstate->exc_traceback = tb;
              ^~~~~~~~~~~~~
              curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44862:24: error: no member named 'exc_type' in 'struct _ts'
      tmp_type = tstate->exc_type;
                 ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44863:25: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tmp_value = tstate->exc_value;
                          ^~~~~~~~~
                          curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44864:22: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tmp_tb = tstate->exc_traceback;
                       ^~~~~~~~~~~~~
                       curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44865:13: error: no member named 'exc_type' in 'struct _ts'
      tstate->exc_type = local_type;
      ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44866:13: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tstate->exc_value = local_value;
              ^~~~~~~~~
              curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44867:13: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tstate->exc_traceback = local_tb;
              ^~~~~~~~~~~~~
              curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  16 errors generated.
  numpy/random/mtrand/mtrand.c:44374:65: error: too many arguments to function call, expected 3, have 4
      return (*((__Pyx_PyCFunctionFast)meth)) (self, args, nargs, NULL);
             ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~                     ^~~~
  /Library/Developer/CommandLineTools/usr/lib/clang/9.0.0/include/stddef.h:105:16: note: expanded from macro 'NULL'
  #  define NULL ((void*)0)
                 ^~~~~~~~~~
  numpy/random/mtrand/mtrand.c:44793:21: error: no member named 'exc_type' in 'struct _ts'
      *type = tstate->exc_type;
              ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44794:22: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      *value = tstate->exc_value;
                       ^~~~~~~~~
                       curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44795:19: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      *tb = tstate->exc_traceback;
                    ^~~~~~~~~~~~~
                    curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44802:24: error: no member named 'exc_type' in 'struct _ts'
      tmp_type = tstate->exc_type;
                 ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44803:25: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tmp_value = tstate->exc_value;
                          ^~~~~~~~~
                          curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44804:22: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tmp_tb = tstate->exc_traceback;
                       ^~~~~~~~~~~~~
                       curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44805:13: error: no member named 'exc_type' in 'struct _ts'
      tstate->exc_type = type;
      ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44806:13: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tstate->exc_value = value;
              ^~~~~~~~~
              curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44807:13: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tstate->exc_traceback = tb;
              ^~~~~~~~~~~~~
              curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44862:24: error: no member named 'exc_type' in 'struct _ts'
      tmp_type = tstate->exc_type;
                 ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44863:25: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tmp_value = tstate->exc_value;
                          ^~~~~~~~~
                          curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44864:22: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tmp_tb = tstate->exc_traceback;
                       ^~~~~~~~~~~~~
                       curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  numpy/random/mtrand/mtrand.c:44865:13: error: no member named 'exc_type' in 'struct _ts'
      tstate->exc_type = local_type;
      ~~~~~~  ^
  numpy/random/mtrand/mtrand.c:44866:13: error: no member named 'exc_value' in 'struct _ts'; did you mean 'curexc_value'?
      tstate->exc_value = local_value;
              ^~~~~~~~~
              curexc_value
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:237:15: note: 'curexc_value' declared here
      PyObject *curexc_value;
                ^
  numpy/random/mtrand/mtrand.c:44867:13: error: no member named 'exc_traceback' in 'struct _ts'; did you mean 'curexc_traceback'?
      tstate->exc_traceback = local_tb;
              ^~~~~~~~~~~~~
              curexc_traceback
  /usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m/pystate.h:238:15: note: 'curexc_traceback' declared here
      PyObject *curexc_traceback;
                ^
  16 errors generated.
  error: Command "clang -Wno-unused-result -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -fwrapv -O3 -Wall -D_FILE_OFFSET_BITS=64 -D_LARGEFILE_SOURCE=1 -D_LARGEFILE64_SOURCE=1 -Inumpy/core/include -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/include/numpy -Inumpy/core/src/private -Inumpy/core/src -Inumpy/core -Inumpy/core/src/npymath -Inumpy/core/src/multiarray -Inumpy/core/src/umath -Inumpy/core/src/npysort -I/usr/local/include -I/usr/local/opt/openssl/include -I/usr/local/opt/sqlite/include -I/usr/local/Cellar/python/3.7.0/Frameworks/Python.framework/Versions/3.7/include/python3.7m -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/private -Ibuild/src.macosx-10.12-x86_64-3.7/numpy/core/src/npymath -c numpy/random/mtrand/mtrand.c -o build/temp.macosx-10.12-x86_64-3.7/numpy/random/mtrand/mtrand.o -MMD -MF build/temp.macosx-10.12-x86_64-3.7/numpy/random/mtrand/mtrand.o.d" failed with exit status 1

  ----------------------------------------
  Failed building wheel for numpy
  Running setup.py clean for numpy
  Complete output from command /usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/numpy/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" clean --all:
  Running from numpy source directory.

  `setup.py clean` is not supported, use one of the following instead:

    - `git clean -xdf` (cleans all files)
    - `git clean -Xdf` (cleans all versioned files, doesn't touch
                        files that aren't checked into the git repo)

  Add `--force` to your command to use it anyway if you must (unsupported).


  ----------------------------------------
  Failed cleaning build dir for numpy
  Running setup.py bdist_wheel for scipy ... error
  Complete output from command /usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/scipy/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" bdist_wheel -d /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-wheel-_exhtpet --python-tag cp37:
  Traceback (most recent call last):
    File "<string>", line 1, in <module>
    File "/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/scipy/setup.py", line 415, in <module>
      setup_package()
    File "/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/scipy/setup.py", line 395, in setup_package
      from numpy.distutils.core import setup
  ModuleNotFoundError: No module named 'numpy'

  ----------------------------------------
  Failed building wheel for scipy
  Running setup.py clean for scipy
  Complete output from command /usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/scipy/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" clean --all:

  `setup.py clean` is not supported, use one of the following instead:

    - `git clean -xdf` (cleans all files)
    - `git clean -Xdf` (cleans all versioned files, doesn't touch
                        files that aren't checked into the git repo)

  Add `--force` to your command to use it anyway if you must (unsupported).


  ----------------------------------------
  Failed cleaning build dir for scipy
Failed to build dlib numpy scipy
Installing collected packages: dlib, numpy, scipy
  Running setup.py install for dlib ... error
    Complete output from command /usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/dlib/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-record-aaifzc0w/install-record.txt --single-version-externally-managed --compile:
    running install
    running build
    running build_py
    package init file 'dlib/__init__.py' not found (or not a regular file)
    running build_ext
    Invoking CMake setup: 'cmake /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/dlib/tools/python -DCMAKE_LIBRARY_OUTPUT_DIRECTORY=/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/dlib/build/lib.macosx-10.12-x86_64-3.7 -DPYTHON_EXECUTABLE=/usr/local/opt/python/bin/python3.7 -DCMAKE_BUILD_TYPE=Release'
    error: [Errno 2] No such file or directory: 'cmake': 'cmake'

    ----------------------------------------
Command "/usr/local/opt/python/bin/python3.7 -u -c "import setuptools, tokenize;__file__='/private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/dlib/setup.py';f=getattr(tokenize, 'open', open)(__file__);code=f.read().replace('\r\n', '\n');f.close();exec(compile(code, __file__, 'exec'))" install --record /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-record-aaifzc0w/install-record.txt --single-version-externally-managed --compile" failed with error code 1 in /private/var/folders/q8/d_g_4vls0c1bg9q77gj621l80000gp/T/pip-install-d1ueaqyd/dlib/

SyntaxError in video_handler.py (dlib)

After install I get a SyntaxError for the default command:
python video_handler.py --src_img imgs/test7.jpg

python video_handler.py --src_img imgs/test7.jpg
  File "video_handler.py", line 59
    def run_face_swap(self, dst_img, dst_face_rect: dlib.rectangle):
                                                  ^
SyntaxError: invalid syntax

pip install dlib
Requirement already satisfied: dlib in /home/***/anaconda2/lib/python2.7/site-packages (19.19
```.0)

Videos with multiple faces

I see there a support to choose a face in a photo. How can we add this support in a video?
Take the simplest- Assuming the order of faces won't change, take an index as input and replace that index.
e.g. -index 2 replaces the 2nd face (from left to right). Or something similar.

does it need cuda and cudnn？

cannot connect to X server

Hi there,

I tried to run this code on an online notebook, and got the error message " cannot connect to X server ".

From what I understand it's because you're calling "cv2.imshow" at some point in your code. Is there a way to save the morphed image directly without displaying anything before that?

Speed Up

Hello and thank you for your great work !
I edited your code to get different result (replaced dlib detector to swap the eyebrows too...). My issue is that i want to use it on realtime videos, what do you think is the best solution to speed up ? is there a way to run it on GPU ? or there's another solution ?
Thank's again !

error

File "main.py", line 25, in
src_points, src_shape, src_face = select_face(src_img)
File "D:\2022waiba\ww\FaceSwap-master\face_detection.py", line 37, in select_face
bbox = faces[idx]
TypeError: Invalid index type

Personal uses?

Would it be ok to use this for my work-related project?

Please add LICENSE.txt file otherwise other people cannot use it

Seamless face swap on video

First off thanks for developing this as it works very well. I've been experimenting with face swapping on video (by running main.py on the n-th source video frame with the n-th destination video frame for all frames, where both videos have the same framerate) and am finding there is a flickering between frames due to the head positions being different. Here is an example result:

https://www.youtube.com/watch?v=YrNXIyn1Pgo

(Source video at https://www.youtube.com/watch?v=hxBgVnEjdVw and destination video at https://www.youtube.com/watch?v=Ob9ExceBitc)

Is it feasible to have this work for video where there is no flickering as in the result above?

Incompatible with newer versions of NumPy

NumPy v1.24 removed np.int, meaning that there is an error at runtime from following the install instructions.

Changing the instance of np.int on line 24 of face_detection.py to int fixes the issue.

IndexError: index 185 is out of bounds for axis 0 with size 185

Happens when detected face is out of bounds of the image.
Also, error in main_video.py line 55:

if not os.path.isdir(dir_path):
        os.makedirs(dir_path)

Will output error if dir_path is ""

Edit:

if dir_path != "" and not os.path.isdir(dir_path):
        os.makedirs(dir_path)

FileNotFoundError

Here are the error messages when I was running the main.py in Linux

$ python3 main.py --src B.jpg --dst A.png --out result.jpg --correct_color

Traceback (most recent call last):
File "/home/hexinhu/FaceSwap/main.py", line 41, in
os.makedirs(dir_path)
File "/usr/lib/python3.10/os.py", line 225, in makedirs
mkdir(name, mode)
FileNotFoundError: [Errno 2] No such file or directory: ''

two problems.

I do not understand why we need to erode the mask for dst_points here .

2.Without other op , simplely using seamlessClone op for blending two face image like cv2.seamlessClone(src_img, dst_img, src_mask, center, cv2.NORMAL_CLONE), I test 3 cases:

a) When I use all white mask for src_mask, there will be some white bright parts on the some edges of result face.
b) When I use the same-sized face white mask of src_img for src_mask, there will be some bigger white bright parts on the some edges of result face.
c) When I use the eroded face white mask of src_img for src_mask, there will be some black parts on the some edges of result face.

I can not find the causes and can not fix it. Can you give some advises?

Thanks.
Looking forward to your reply.

Is there any Tutorial Available? Kindly provide link please!

Issue: setup the project.

I have one issue when setup the project in local.
I have attached the error screen.

I hope you to help me this.
Thanks.

I think this code is wrong. How about?

main.py, In select_face(), 47 line
im_w, im_h = im.shape[:2]
I think this must be wrong.
im_h , im_w = im.shape[:2]

In 52 line, So, It would change from
w, h = min(right+r, im_h)-x, min(bottom+r, im_w)-y
to
w, h = min(right+r, im_w)-x, min(bottom+r, im_h)-y.

What do you think about that??

Everything is right except the console info, is it necessary?

I can get the image in the output folder. So should I deal with it?

Traceback (most recent call last):
  File "main.py", line 47, in <module>
    cv2.imshow("From", dst_img)
cv2.error: OpenCV(4.6.0) C:\b\abs_f8n1j3l9l0\croot\opencv-suite_1691622637237\work\modules\highgui\src\window.cpp:1267: error: (-2:Unspecified error) The function is not implemented. Rebuild the library with Windows, GTK+ 2.x or Cocoa support. If you are on Ubuntu or Debian, install libgtk2.0-dev and pkg-config, then re-run cmake or configure script in function 'cvShowImage'

out of bounds

[root@vpc175 FaceSwap]# python main.py --src ./psb.jpg --dst ./sddefault.jpg --out ./out111.jpg ##--correct_color
Traceback (most recent call #last):
File "main.py", line 81, in
warped_src_face = warp_image_3d(src_face, src_points[:48], dst_points[:48], (w, h))
File "/opt/faceSwap/FaceSwap/face_swap.py", line 88, in warp_image_3d
process_warp(src_img, result_img, tri_affines, dst_points, delaunay)
File "/opt/faceSwap/FaceSwap/face_swap.py", line 60, in process_warp
result_img[y, x] = bilinear_interpolate(src_img, out_coords)
IndexError: index 223 is out of bounds for axis 1 with size 223

Impose brows

Hello!
It's not issue, just small request.
Whether it is possible to make to impose brows?

For example
https://matthewearl.github.io/2015/07/28/switching-eds-with-python/

Thanks!

Is it possible to swap multiple faces?

I am curious if there's a way for me to provide multiple source files and then have them be applied to faces in the dest image. The order doesn't really matter.

这是川普被黑得最惨的一次23333

the swapped face does not scale proportionally when the size of two faces vary

Hi, it seems that the face does not scale proportionally when the size of the src (source) face and the dst (destination) face are different. Any idea how to improve this?

Asian-celeb dataset download link

[Asian-celeb dataset]

Training data(Asian-celeb)

The dataset consists of the crawled images of celebrities on the he web.The ima images are covered under a Creative Commons Attribution-NonCommercial 4.0 International license (Please read the license terms here. e. http://creativecommons.org/licenses/by-nc/4.0/).

[train_msra.tar.gz]

MD5:c5b668f2204c400099b14f367069aef5

Content: Train dataset called MS-Celeb-1M-v1c with 86,876 ids/3,923,399 aligned images cleaned from MS-Celeb-1M dataset.

This dataset has been excluded from both LFW and Asian-Celeb.

Format: *.jpg

Google: https://drive.google.com/file/d/1aaPdI0PkmQzRbWErazOgYtbLA1mwJIfK/view?usp=sharing

[msra_lmk.tar.gz]

MD5:7c053dd0462b4af243bb95b7b31da6e6

Content: A list of five-point landmarks for the 3,923,399 images in MS-Celeb-1M-v1c.

Format: .....

while is the path of images in tar file train_msceleb.tar.gz.

Label is an integer ranging from 0 to 86,875.

(x,y) is the coordinate of a key point on the aligned images.

left eye
right eye
nose tip
mouth left
mouth right

Google: https://drive.google.com/file/d/1FQ7P4ItyKCneNEvYfJhW2Kff7cOAFpgk/view?usp=sharing

[train_celebrity.tar.gz]

MD5:9f2e9858afb6c1032c4f9d7332a92064

Content: Train dataset called Asian-Celeb with 93,979 ids/2,830,146 aligned images.

This dataset has been excluded from both LFW and MS-Celeb-1M-v1c.

Format: *.jpg

Google: https://drive.google.com/file/d/1-p2UKlcX06MhRDJxJukSZKTz986Brk8N/view?usp=sharing

[celebrity_lmk.tar.gz]

MD5:9c0260c77c13fbb32692fc06a5dbfaf0

Content: A list of five-point landmarks for the 2,830,146 images in Asian-Celeb.

Format: .....

while is the path of images in tar file train_celebrity.tar.gz.

Label is an integer ranging from 86,876 to 196,319.

(x,y) is the coordinate of a key point on the aligned images.

left eye
right eye
nose tip
mouth left
mouth right

Google: https://drive.google.com/file/d/1sQVV9epoF_8jS3ge6DqbilpWk3UNE8U7/view?usp=sharing

[testdata.tar.gz]

MD5:f17c4712f7562ea6d45f0a158e59b792

Content: Test dataset with 1,862,120 aligned images.

Format: *.jpg

Google: https://drive.google.com/file/d/1ghzuEQqmUFN3nVujfrZfBx_CeGUpWzuw/view?usp=sharing

[testdata_lmk.tar]

MD5:7e4995eb9976a2cfd2b23db05d76572c

Content: A list of five-point landmarks for the 1,862,120 images in testdata.tar.gz.

Features should be extracted in the same sequence and with the same amount with this list.

Format: .....

while is the path of images in tar file testdata.tar.gz.

(x,y) is the coordinate of a key point on the aligned images.

left eye
right eye
nose tip
mouth left
mouth right

Google: https://drive.google.com/file/d/1lYzqnPyHXRVgXJYbEVh6zTXn3Wq4JO-I/view?usp=sharing

[feature_tools.tar.gz]

MD5:227b069d7a83aa43b0cb738c2252dbc4

Content: Feature format transform tool and a sample feature file.

Format: We use the same format as Megaface(http://megaface.cs.washington.edu/) except that we merge all files into a single binary file.

Google: https://drive.google.com/file/d/1bjZwOonyZ9KnxecuuTPVdY95mTIXMeuP/view?usp=sharing

Swap only part of face?

Is it possible to swap only part of the face (eg. mouth and nose region)?

Future work?

Hi,
I'm trying to improve upon your code and swapping algorithm. What are things to improve? Any future work you left unaddressed or can think of doing now?

swap video error

How to use for loop to vist all file?

Hi,
I try to produce lots of images at once,
like codes below,but it seems it doesn't work,
How can I make it work? Thanks a lot

[in]:
import os
DOG = os.listdir("/content/drive/MyDrive/FaceSwap-master/dog")

for i in DOG:
!python main.py --src imgs/kage.jpg --dst DOG/i --out results/i --correct_color

[out]:
[ WARN:[email protected]] global /io/opencv/modules/imgcodecs/src/loadsave.cpp (239) findDecoder imread_('DOG/i'): can't open/read file: check file path/integrity
Traceback (most recent call last):
File "main.py", line 27, in
dst_faceBoxes = select_all_faces(dst_img)
File "/content/drive/MyDrive/FaceSwap-master/face_detection.py", line 74, in select_all_faces
faces = face_detection(im)
File "/content/drive/MyDrive/FaceSwap-master/face_detection.py", line 11, in face_detection
faces = detector(img, upsample_times)
TypeError: call(): incompatible function arguments. The following argument types are supported:
1. (self: _dlib_pybind11.fhog_object_detector, image: array, upsample_num_times: int=0) -> _dlib_pybind11.rectangles

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