# Speak Image conda 환경 ### 1. Virtual environment ---- [NAME] : name of the virtual environment #### create venv <code>conda create -n [NAME] python=3.6.9</code> #### activate <code>source activate [NAME]</code> #### deactivate <code>conda deactivate</code> ---- ### 2. Installation ---- #### Image Captioning ~~~ **versions** - pyyaml == 5.3.1 - opencv == 3.4.2 - pytorch == 1.4.0 - requests == 2.24.0 - yacs == 0.1.8 ~~~ <code>pip install pyyaml</code> <code>conda install opencv</code> [Pytorch install(CUDA)](https://pytorch.org/get-started/previous-versions/) <code>conda install pytorch\==1.4.0 torchvision\==0.5.0 cudatoolkit=10.1 -c pytorch</code> <code>conda install requests</code> <code>pip install yacs</code> #### TTS ~~~ **versions** - unidecode == 1.1.1 - inflect == 4.1.0 - matplotlib == 3.2.2 - tensorflow-gpu == 1.14.0 ~~~ <code>conda install unidecode</code> <code>conda install inflect</code> <code>conda install matplotlib</code> <code>conda install -c anaconda tensorflow-gpu\==1.14.0</code> #### Voice Conversion ~~~ **versions** - tensorboardX == 2.1 - editdistance == 0.5.3 - librosa == 0.6.3 - numba == 0.48 - tqdm == 4.48.2 ~~~ <code>pip install tensorboardX</code> <code>pip install editdistance</code> <code>pip install librosa\==0.6.3 </code> <code>pip install numba==0.48</code> <code>conda install tqdm</code> ## Windows 환경에서 실행하기 ### reference - windows CUDA, cudnn 설치 참고 https://hansonminlearning.tistory.com/7 - maskrcnn build하는 과정에서 발생하는 오류 해결 https://github.com/facebookresearch/maskrcnn-benchmark/commit/d3fed42afe59910dd650308c426640d183d044b5 ### Windows GPU, Cuda, cudnn - gpu : geforce 2080-super - CUDA : 10.1 https://developer.nvidia.com/cuda-10.1-download-archive-update1 - cudnn : 7.5.1 for CUDA 10.1 https://developer.nvidia.com/rdp/cudnn-archive ### versions - conda install pytorch torchvision torchaudio cudatoolkit=10.1 -c pytorch - pip install tensorflow-gpu ~~~ absl-py 0.11.0 pypi_0 pypi asgiref 3.3.1 pypi_0 pypi astunparse 1.6.3 pypi_0 pypi audioread 2.1.9 pypi_0 pypi blas 1.0 mkl ca-certificates 2020.10.14 0 cachetools 4.1.1 pypi_0 pypi certifi 2020.11.8 py37haa95532_0 chardet 3.0.4 pypi_0 pypi cudatoolkit 10.1.243 h74a9793_0 cycler 0.10.0 pypi_0 pypi decorator 4.4.2 pypi_0 pypi django 3.1.3 pypi_0 pypi editdistance 0.5.3 pypi_0 pypi freetype 2.10.4 hd328e21_0 gast 0.3.3 pypi_0 pypi google-auth 1.23.0 pypi_0 pypi google-auth-oauthlib 0.4.2 pypi_0 pypi google-pasta 0.2.0 pypi_0 pypi grpcio 1.33.2 pypi_0 pypi h5py 2.10.0 pypi_0 pypi idna 2.10 pypi_0 pypi importlib-metadata 3.1.0 pypi_0 pypi inflect 4.1.0 pypi_0 pypi intel-openmp 2020.2 254 joblib 0.17.0 pypi_0 pypi jpeg 9b hb83a4c4_2 keras-preprocessing 1.1.2 pypi_0 pypi kiwisolver 1.3.1 pypi_0 pypi libpng 1.6.37 h2a8f88b_0 librosa 0.6.3 pypi_0 pypi libtiff 4.1.0 h56a325e_1 libuv 1.40.0 he774522_0 llvmlite 0.31.0 pypi_0 pypi lz4-c 1.9.2 hf4a77e7_3 markdown 3.3.3 pypi_0 pypi maskrcnn-benchmark 0.1 dev_0 <develop> matplotlib 3.3.3 pypi_0 pypi mkl 2020.2 256 mkl-service 2.3.0 py37h2bbff1b_0 mkl_fft 1.2.0 py37h45dec08_0 mkl_random 1.1.1 py37h47e9c7a_0 ninja 1.10.1 py37h7ef1ec2_0 numba 0.48.0 pypi_0 pypi numpy 1.18.5 pypi_0 pypi oauthlib 3.1.0 pypi_0 pypi olefile 0.46 py37_0 opencv-contrib-python 4.4.0.46 pypi_0 pypi openssl 1.1.1h he774522_0 opt-einsum 3.3.0 pypi_0 pypi pillow 8.0.1 py37h4fa10fc_0 pip 20.2.4 py37haa95532_0 protobuf 3.14.0 pypi_0 pypi pyasn1 0.4.8 pypi_0 pypi pyasn1-modules 0.2.8 pypi_0 pypi pyparsing 2.4.7 pypi_0 pypi python 3.7.6 h60c2a47_2 python-dateutil 2.8.1 pypi_0 pypi pytorch 1.7.0 py3.7_cuda101_cudnn7_0 pytorch pytz 2020.4 pypi_0 pypi pyyaml 5.3.1 pypi_0 pypi requests 2.25.0 pypi_0 pypi requests-oauthlib 1.3.0 pypi_0 pypi resampy 0.2.2 pypi_0 pypi rsa 4.6 pypi_0 pypi scikit-learn 0.23.2 pypi_0 pypi scipy 1.5.4 pypi_0 pypi setuptools 50.3.1 py37haa95532_1 six 1.15.0 py37haa95532_0 sqlite 3.33.0 h2a8f88b_0 sqlparse 0.4.1 pypi_0 pypi tensorboard 2.4.0 pypi_0 pypi tensorboard-plugin-wit 1.7.0 pypi_0 pypi tensorboardx 2.1 pypi_0 pypi tensorflow-gpu 2.3.1 pypi_0 pypi tensorflow-gpu-estimator 2.3.0 pypi_0 pypi termcolor 1.1.0 pypi_0 pypi threadpoolctl 2.1.0 pypi_0 pypi tk 8.6.10 he774522_0 torchaudio 0.7.0 py37 pytorch torchvision 0.8.1 py37_cu101 pytorch tqdm 4.48.2 pypi_0 pypi typing_extensions 3.7.4.3 py_0 unidecode 1.1.1 pypi_0 pypi urllib3 1.26.2 pypi_0 pypi vc 14.1 h0510ff6_4 vs2015_runtime 14.16.27012 hf0eaf9b_3 werkzeug 1.0.1 pypi_0 pypi wheel 0.35.1 pyhd3eb1b0_0 wincertstore 0.2 py37_0 wrapt 1.12.1 pypi_0 pypi xz 5.2.5 h62dcd97_0 yacs 0.1.8 pypi_0 pypi zipp 3.4.0 pypi_0 pypi zlib 1.2.11 h62dcd97_4 zstd 1.4.5 h04227a9_0 ~~~