GFPGAN_wav2lip_improvements.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import cv2\n",
        "from os import path\n",
        "from tqdm import tqdm"
      ],
      "metadata": {
        "id": "vX2Zf8GSHcHa"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!git clone https://github.com/TencentARC/GFPGAN.git\n",
        "!cd /content/GFPGAN && python setup.py develop\n",
        "!wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth -P './GFPGAN/experiments/pretrained_models'\n",
        "!gdown 1jhUOAeGw8lPjNf7Q1cIcBOvzE3CJ3gVz"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "t8v_MqVEiU-i",
        "outputId": "02cb7a5b-e680-40ae-fde6-a44718d2bcc8"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'GFPGAN'...\n",
            "remote: Enumerating objects: 523, done.\u001b[K\n",
            "remote: Total 523 (delta 0), reused 0 (delta 0), pack-reused 523\u001b[K\n",
            "Receiving objects: 100% (523/523), 5.39 MiB | 11.05 MiB/s, done.\n",
            "Resolving deltas: 100% (264/264), done.\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Requirements should be satisfied by a PEP 517 installer.\n",
            "        If you are using pip, you can try `pip install --use-pep517`.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  dist.fetch_build_eggs(dist.setup_requires)\n",
            "running develop\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/command/develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` and ``easy_install``.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://github.com/pypa/setuptools/issues/917 for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  easy_install.initialize_options(self)\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` directly.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  self.initialize_options()\n",
            "running egg_info\n",
            "creating gfpgan.egg-info\n",
            "writing gfpgan.egg-info/PKG-INFO\n",
            "writing dependency_links to gfpgan.egg-info/dependency_links.txt\n",
            "writing requirements to gfpgan.egg-info/requires.txt\n",
            "writing top-level names to gfpgan.egg-info/top_level.txt\n",
            "writing manifest file 'gfpgan.egg-info/SOURCES.txt'\n",
            "reading manifest file 'gfpgan.egg-info/SOURCES.txt'\n",
            "reading manifest template 'MANIFEST.in'\n",
            "warning: no files found matching 'inputs/*'\n",
            "adding license file 'LICENSE'\n",
            "writing manifest file 'gfpgan.egg-info/SOURCES.txt'\n",
            "running build_ext\n",
            "Creating /usr/local/lib/python3.10/dist-packages/gfpgan.egg-link (link to .)\n",
            "Adding gfpgan 1.3.8 to easy-install.pth file\n",
            "\n",
            "Installed /content/GFPGAN\n",
            "Processing dependencies for gfpgan==1.3.8\n",
            "Searching for yapf\n",
            "Reading https://pypi.org/simple/yapf/\n",
            "Downloading https://files.pythonhosted.org/packages/23/75/c374517c09e31bf22d3b3f156d73e0f38d08e29b2afdd607cef5f1e10aa9/yapf-0.40.1-py3-none-any.whl#sha256=b8bfc1f280949153e795181768ca14ef43d7312629a06c43e7abd279323af313\n",
            "Best match: yapf 0.40.1\n",
            "Processing yapf-0.40.1-py3-none-any.whl\n",
            "Installing yapf-0.40.1-py3-none-any.whl to /usr/local/lib/python3.10/dist-packages\n",
            "Adding yapf 0.40.1 to easy-install.pth file\n",
            "Installing yapf script to /usr/local/bin\n",
            "Installing yapf-diff script to /usr/local/bin\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/yapf-0.40.1-py3.10.egg\n",
            "Searching for tb-nightly\n",
            "Reading https://pypi.org/simple/tb-nightly/\n",
            "Downloading https://files.pythonhosted.org/packages/66/9a/b6d21ad7d69ce6f78d57bf4cb6382c2121811deeb128c57da22b042fe147/tb_nightly-2.15.0a20230902-py3-none-any.whl#sha256=11ed86269422f5fe48208c732956ac5633b9b76eed5bfed587a0621ce39275b1\n",
            "Best match: tb-nightly 2.15.0a20230902\n",
            "Processing tb_nightly-2.15.0a20230902-py3-none-any.whl\n",
            "Installing tb_nightly-2.15.0a20230902-py3-none-any.whl to /usr/local/lib/python3.10/dist-packages\n",
            "Adding tb-nightly 2.15.0a20230902 to easy-install.pth file\n",
            "Installing tensorboard script to /usr/local/bin\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/tb_nightly-2.15.0a20230902-py3.10.egg\n",
            "Searching for lmdb\n",
            "Reading https://pypi.org/simple/lmdb/\n",
            "Downloading https://files.pythonhosted.org/packages/83/67/8f32a70336d3ff1149cbd31e5a877997384f78c3940edc0abff95c8a5601/lmdb-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl#sha256=6f8018a947608c4be0dc885c90f477a600be1b71285059a9c68280d36b3fb29b\n",
            "Best match: lmdb 1.4.1\n",
            "Processing lmdb-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl\n",
            "Installing lmdb-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl to /usr/local/lib/python3.10/dist-packages\n",
            "Adding lmdb 1.4.1 to easy-install.pth file\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/lmdb-1.4.1-py3.10-linux-x86_64.egg\n",
            "Searching for facexlib>=0.2.5\n",
            "Reading https://pypi.org/simple/facexlib/\n",
            "Downloading https://files.pythonhosted.org/packages/36/7b/2147339dafe1c4800514c9c21ee4444f8b419ce51dfc7695220a8e0069a6/facexlib-0.3.0-py3-none-any.whl#sha256=245d58861537b820c616e8b3ef618ccfad2a24724a2d74be2b0542643c01a878\n",
            "Best match: facexlib 0.3.0\n",
            "Processing facexlib-0.3.0-py3-none-any.whl\n",
            "Installing facexlib-0.3.0-py3-none-any.whl to /usr/local/lib/python3.10/dist-packages\n",
            "Adding facexlib 0.3.0 to easy-install.pth file\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/facexlib-0.3.0-py3.10.egg\n",
            "Searching for basicsr>=1.4.2\n",
            "Reading https://pypi.org/simple/basicsr/\n",
            "Downloading https://files.pythonhosted.org/packages/86/41/00a6b000f222f0fa4c6d9e1d6dcc9811a374cabb8abb9d408b77de39648c/basicsr-1.4.2.tar.gz#sha256=b89b595a87ef964cda9913b4d99380ddb6554c965577c0c10cb7b78e31301e87\n",
            "Best match: basicsr 1.4.2\n",
            "Processing basicsr-1.4.2.tar.gz\n",
            "Writing /tmp/easy_install-1jn6rsxi/basicsr-1.4.2/setup.cfg\n",
            "Running basicsr-1.4.2/setup.py -q bdist_egg --dist-dir /tmp/easy_install-1jn6rsxi/basicsr-1.4.2/egg-dist-tmp-xj29a_2b\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Requirements should be satisfied by a PEP 517 installer.\n",
            "        If you are using pip, you can try `pip install --use-pep517`.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  dist.fetch_build_eggs(dist.setup_requires)\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` directly.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  self.initialize_options()\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/command/build_py.py:201: _Warning: Package 'basicsr.ops.dcn.src' is absent from the `packages` configuration.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        ############################\n",
            "        # Package would be ignored #\n",
            "        ############################\n",
            "        Python recognizes 'basicsr.ops.dcn.src' as an importable package[^1],\n",
            "        but it is absent from setuptools' `packages` configuration.\n",
            "\n",
            "        This leads to an ambiguous overall configuration. If you want to distribute this\n",
            "        package, please make sure that 'basicsr.ops.dcn.src' is explicitly added\n",
            "        to the `packages` configuration field.\n",
            "\n",
            "        Alternatively, you can also rely on setuptools' discovery methods\n",
            "        (for example by using `find_namespace_packages(...)`/`find_namespace:`\n",
            "        instead of `find_packages(...)`/`find:`).\n",
            "\n",
            "        You can read more about \"package discovery\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html\n",
            "\n",
            "        If you don't want 'basicsr.ops.dcn.src' to be distributed and are\n",
            "        already explicitly excluding 'basicsr.ops.dcn.src' via\n",
            "        `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,\n",
            "        you can try to use `exclude_package_data`, or `include-package-data=False` in\n",
            "        combination with a more fine grained `package-data` configuration.\n",
            "\n",
            "        You can read more about \"package data files\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/datafiles.html\n",
            "\n",
            "\n",
            "        [^1]: For Python, any directory (with suitable naming) can be imported,\n",
            "              even if it does not contain any `.py` files.\n",
            "              On the other hand, currently there is no concept of package data\n",
            "              directory, all directories are treated like packages.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  check.warn(importable)\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/command/build_py.py:201: _Warning: Package 'basicsr.ops.fused_act.src' is absent from the `packages` configuration.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        ############################\n",
            "        # Package would be ignored #\n",
            "        ############################\n",
            "        Python recognizes 'basicsr.ops.fused_act.src' as an importable package[^1],\n",
            "        but it is absent from setuptools' `packages` configuration.\n",
            "\n",
            "        This leads to an ambiguous overall configuration. If you want to distribute this\n",
            "        package, please make sure that 'basicsr.ops.fused_act.src' is explicitly added\n",
            "        to the `packages` configuration field.\n",
            "\n",
            "        Alternatively, you can also rely on setuptools' discovery methods\n",
            "        (for example by using `find_namespace_packages(...)`/`find_namespace:`\n",
            "        instead of `find_packages(...)`/`find:`).\n",
            "\n",
            "        You can read more about \"package discovery\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html\n",
            "\n",
            "        If you don't want 'basicsr.ops.fused_act.src' to be distributed and are\n",
            "        already explicitly excluding 'basicsr.ops.fused_act.src' via\n",
            "        `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,\n",
            "        you can try to use `exclude_package_data`, or `include-package-data=False` in\n",
            "        combination with a more fine grained `package-data` configuration.\n",
            "\n",
            "        You can read more about \"package data files\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/datafiles.html\n",
            "\n",
            "\n",
            "        [^1]: For Python, any directory (with suitable naming) can be imported,\n",
            "              even if it does not contain any `.py` files.\n",
            "              On the other hand, currently there is no concept of package data\n",
            "              directory, all directories are treated like packages.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  check.warn(importable)\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/command/build_py.py:201: _Warning: Package 'basicsr.ops.upfirdn2d.src' is absent from the `packages` configuration.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        ############################\n",
            "        # Package would be ignored #\n",
            "        ############################\n",
            "        Python recognizes 'basicsr.ops.upfirdn2d.src' as an importable package[^1],\n",
            "        but it is absent from setuptools' `packages` configuration.\n",
            "\n",
            "        This leads to an ambiguous overall configuration. If you want to distribute this\n",
            "        package, please make sure that 'basicsr.ops.upfirdn2d.src' is explicitly added\n",
            "        to the `packages` configuration field.\n",
            "\n",
            "        Alternatively, you can also rely on setuptools' discovery methods\n",
            "        (for example by using `find_namespace_packages(...)`/`find_namespace:`\n",
            "        instead of `find_packages(...)`/`find:`).\n",
            "\n",
            "        You can read more about \"package discovery\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/package_discovery.html\n",
            "\n",
            "        If you don't want 'basicsr.ops.upfirdn2d.src' to be distributed and are\n",
            "        already explicitly excluding 'basicsr.ops.upfirdn2d.src' via\n",
            "        `find_namespace_packages(...)/find_namespace` or `find_packages(...)/find`,\n",
            "        you can try to use `exclude_package_data`, or `include-package-data=False` in\n",
            "        combination with a more fine grained `package-data` configuration.\n",
            "\n",
            "        You can read more about \"package data files\" on setuptools documentation page:\n",
            "\n",
            "        - https://setuptools.pypa.io/en/latest/userguide/datafiles.html\n",
            "\n",
            "\n",
            "        [^1]: For Python, any directory (with suitable naming) can be imported,\n",
            "              even if it does not contain any `.py` files.\n",
            "              On the other hand, currently there is no concept of package data\n",
            "              directory, all directories are treated like packages.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  check.warn(importable)\n",
            "Adding basicsr 1.4.2 to easy-install.pth file\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/basicsr-1.4.2-py3.10.egg\n",
            "Searching for filterpy\n",
            "Reading https://pypi.org/simple/filterpy/\n",
            "Downloading https://files.pythonhosted.org/packages/f6/1d/ac8914360460fafa1990890259b7fa5ef7ba4cd59014e782e4ab3ab144d8/filterpy-1.4.5.zip#sha256=4f2a4d39e4ea601b9ab42b2db08b5918a9538c168cff1c6895ae26646f3d73b1\n",
            "Best match: filterpy 1.4.5\n",
            "Processing filterpy-1.4.5.zip\n",
            "Writing /tmp/easy_install-kqffgbqv/filterpy-1.4.5/setup.cfg\n",
            "Running filterpy-1.4.5/setup.py -q bdist_egg --dist-dir /tmp/easy_install-kqffgbqv/filterpy-1.4.5/egg-dist-tmp-2u18jdqf\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/dist.py:755: SetuptoolsDeprecationWarning: Invalid dash-separated options\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Usage of dash-separated 'description-file' will not be supported in future\n",
            "        versions. Please use the underscore name 'description_file' instead.\n",
            "\n",
            "        By 2023-Sep-26, you need to update your project and remove deprecated calls\n",
            "        or your builds will no longer be supported.\n",
            "\n",
            "        See https://setuptools.pypa.io/en/latest/userguide/declarative_config.html for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  opt = self.warn_dash_deprecation(opt, section)\n",
            "warning: no files found matching '*.py' under directory 'filterpy/monte_carlo/tests'\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` directly.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  self.initialize_options()\n",
            "zip_safe flag not set; analyzing archive contents...\n",
            "Adding filterpy 1.4.5 to easy-install.pth file\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/filterpy-1.4.5-py3.10.egg\n",
            "Searching for addict\n",
            "Reading https://pypi.org/simple/addict/\n",
            "Downloading https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl#sha256=249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc\n",
            "Best match: addict 2.4.0\n",
            "Processing addict-2.4.0-py3-none-any.whl\n",
            "Installing addict-2.4.0-py3-none-any.whl to /usr/local/lib/python3.10/dist-packages\n",
            "Adding addict 2.4.0 to easy-install.pth file\n",
            "\n",
            "Installed /usr/local/lib/python3.10/dist-packages/addict-2.4.0-py3.10.egg\n",
            "Searching for tqdm==4.66.1\n",
            "Best match: tqdm 4.66.1\n",
            "Adding tqdm 4.66.1 to easy-install.pth file\n",
            "Installing tqdm script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for torchvision==0.15.2+cu118\n",
            "Best match: torchvision 0.15.2+cu118\n",
            "Adding torchvision 0.15.2+cu118 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for torch==2.0.1+cu118\n",
            "Best match: torch 2.0.1+cu118\n",
            "Adding torch 2.0.1+cu118 to easy-install.pth file\n",
            "Installing convert-caffe2-to-onnx script to /usr/local/bin\n",
            "Installing convert-onnx-to-caffe2 script to /usr/local/bin\n",
            "Installing torchrun script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for scipy==1.10.1\n",
            "Best match: scipy 1.10.1\n",
            "Adding scipy 1.10.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for PyYAML==6.0.1\n",
            "Best match: PyYAML 6.0.1\n",
            "Adding PyYAML 6.0.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for opencv-python==4.8.0.76\n",
            "Best match: opencv-python 4.8.0.76\n",
            "Adding opencv-python 4.8.0.76 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for numpy==1.23.5\n",
            "Best match: numpy 1.23.5\n",
            "Adding numpy 1.23.5 to easy-install.pth file\n",
            "Installing f2py script to /usr/local/bin\n",
            "Installing f2py3 script to /usr/local/bin\n",
            "Installing f2py3.10 script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tomli==2.0.1\n",
            "Best match: tomli 2.0.1\n",
            "Adding tomli 2.0.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for platformdirs==3.10.0\n",
            "Best match: platformdirs 3.10.0\n",
            "Adding platformdirs 3.10.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for importlib-metadata==6.8.0\n",
            "Best match: importlib-metadata 6.8.0\n",
            "Adding importlib-metadata 6.8.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for Pillow==9.4.0\n",
            "Best match: Pillow 9.4.0\n",
            "Adding Pillow 9.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for requests==2.31.0\n",
            "Best match: requests 2.31.0\n",
            "Adding requests 2.31.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for triton==2.0.0\n",
            "Best match: triton 2.0.0\n",
            "Adding triton 2.0.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for Jinja2==3.1.2\n",
            "Best match: Jinja2 3.1.2\n",
            "Adding Jinja2 3.1.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for networkx==3.1\n",
            "Best match: networkx 3.1\n",
            "Adding networkx 3.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for sympy==1.12\n",
            "Best match: sympy 1.12\n",
            "Adding sympy 1.12 to easy-install.pth file\n",
            "Installing isympy script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for typing-extensions==4.7.1\n",
            "Best match: typing-extensions 4.7.1\n",
            "Adding typing-extensions 4.7.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for filelock==3.12.2\n",
            "Best match: filelock 3.12.2\n",
            "Adding filelock 3.12.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for wheel==0.41.2\n",
            "Best match: wheel 0.41.2\n",
            "Adding wheel 0.41.2 to easy-install.pth file\n",
            "Installing wheel script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for werkzeug==2.3.7\n",
            "Best match: werkzeug 2.3.7\n",
            "Adding werkzeug 2.3.7 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tensorboard-data-server==0.7.1\n",
            "Best match: tensorboard-data-server 0.7.1\n",
            "Adding tensorboard-data-server 0.7.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for setuptools==67.7.2\n",
            "Best match: setuptools 67.7.2\n",
            "Adding setuptools 67.7.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for protobuf==3.20.3\n",
            "Best match: protobuf 3.20.3\n",
            "Adding protobuf 3.20.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for Markdown==3.4.4\n",
            "Best match: Markdown 3.4.4\n",
            "Adding Markdown 3.4.4 to easy-install.pth file\n",
            "Installing markdown_py script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for google-auth-oauthlib==1.0.0\n",
            "Best match: google-auth-oauthlib 1.0.0\n",
            "Adding google-auth-oauthlib 1.0.0 to easy-install.pth file\n",
            "Installing google-oauthlib-tool script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for google-auth==2.17.3\n",
            "Best match: google-auth 2.17.3\n",
            "Adding google-auth 2.17.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for grpcio==1.57.0\n",
            "Best match: grpcio 1.57.0\n",
            "Adding grpcio 1.57.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for absl-py==1.4.0\n",
            "Best match: absl-py 1.4.0\n",
            "Adding absl-py 1.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for numba==0.56.4\n",
            "Best match: numba 0.56.4\n",
            "Adding numba 0.56.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for scikit-image==0.19.3\n",
            "Best match: scikit-image 0.19.3\n",
            "Adding scikit-image 0.19.3 to easy-install.pth file\n",
            "Installing skivi script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for future==0.18.3\n",
            "Best match: future 0.18.3\n",
            "Adding future 0.18.3 to easy-install.pth file\n",
            "Installing futurize script to /usr/local/bin\n",
            "Installing pasteurize script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for zipp==3.16.2\n",
            "Best match: zipp 3.16.2\n",
            "Adding zipp 3.16.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for certifi==2023.7.22\n",
            "Best match: certifi 2023.7.22\n",
            "Adding certifi 2023.7.22 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for urllib3==2.0.4\n",
            "Best match: urllib3 2.0.4\n",
            "Adding urllib3 2.0.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for idna==3.4\n",
            "Best match: idna 3.4\n",
            "Adding idna 3.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for charset-normalizer==3.2.0\n",
            "Best match: charset-normalizer 3.2.0\n",
            "Adding charset-normalizer 3.2.0 to easy-install.pth file\n",
            "Installing normalizer script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for lit==16.0.6\n",
            "Best match: lit 16.0.6\n",
            "Adding lit 16.0.6 to easy-install.pth file\n",
            "Installing lit script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for cmake==3.27.2\n",
            "Best match: cmake 3.27.2\n",
            "Adding cmake 3.27.2 to easy-install.pth file\n",
            "Installing cmake script to /usr/local/bin\n",
            "Installing cpack script to /usr/local/bin\n",
            "Installing ctest script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for MarkupSafe==2.1.3\n",
            "Best match: MarkupSafe 2.1.3\n",
            "Adding MarkupSafe 2.1.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for mpmath==1.3.0\n",
            "Best match: mpmath 1.3.0\n",
            "Adding mpmath 1.3.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for requests-oauthlib==1.3.1\n",
            "Best match: requests-oauthlib 1.3.1\n",
            "Adding requests-oauthlib 1.3.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for rsa==4.9\n",
            "Best match: rsa 4.9\n",
            "Adding rsa 4.9 to easy-install.pth file\n",
            "Installing pyrsa-decrypt script to /usr/local/bin\n",
            "Installing pyrsa-encrypt script to /usr/local/bin\n",
            "Installing pyrsa-keygen script to /usr/local/bin\n",
            "Installing pyrsa-priv2pub script to /usr/local/bin\n",
            "Installing pyrsa-sign script to /usr/local/bin\n",
            "Installing pyrsa-verify script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for six==1.16.0\n",
            "Best match: six 1.16.0\n",
            "Adding six 1.16.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyasn1-modules==0.3.0\n",
            "Best match: pyasn1-modules 0.3.0\n",
            "Adding pyasn1-modules 0.3.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for cachetools==5.3.1\n",
            "Best match: cachetools 5.3.1\n",
            "Adding cachetools 5.3.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for llvmlite==0.39.1\n",
            "Best match: llvmlite 0.39.1\n",
            "Adding llvmlite 0.39.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for matplotlib==3.7.1\n",
            "Best match: matplotlib 3.7.1\n",
            "Adding matplotlib 3.7.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for packaging==23.1\n",
            "Best match: packaging 23.1\n",
            "Adding packaging 23.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for PyWavelets==1.4.1\n",
            "Best match: PyWavelets 1.4.1\n",
            "Adding PyWavelets 1.4.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tifffile==2023.8.12\n",
            "Best match: tifffile 2023.8.12\n",
            "Adding tifffile 2023.8.12 to easy-install.pth file\n",
            "Installing lsm2bin script to /usr/local/bin\n",
            "Installing tiff2fsspec script to /usr/local/bin\n",
            "Installing tiffcomment script to /usr/local/bin\n",
            "Installing tifffile script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for imageio==2.31.1\n",
            "Best match: imageio 2.31.1\n",
            "Adding imageio 2.31.1 to easy-install.pth file\n",
            "Installing imageio_download_bin script to /usr/local/bin\n",
            "Installing imageio_remove_bin script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for oauthlib==3.2.2\n",
            "Best match: oauthlib 3.2.2\n",
            "Adding oauthlib 3.2.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyasn1==0.5.0\n",
            "Best match: pyasn1 0.5.0\n",
            "Adding pyasn1 0.5.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for python-dateutil==2.8.2\n",
            "Best match: python-dateutil 2.8.2\n",
            "Adding python-dateutil 2.8.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyparsing==3.1.1\n",
            "Best match: pyparsing 3.1.1\n",
            "Adding pyparsing 3.1.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for kiwisolver==1.4.4\n",
            "Best match: kiwisolver 1.4.4\n",
            "Adding kiwisolver 1.4.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for fonttools==4.42.1\n",
            "Best match: fonttools 4.42.1\n",
            "Adding fonttools 4.42.1 to easy-install.pth file\n",
            "Installing fonttools script to /usr/local/bin\n",
            "Installing pyftmerge script to /usr/local/bin\n",
            "Installing pyftsubset script to /usr/local/bin\n",
            "Installing ttx script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for cycler==0.11.0\n",
            "Best match: cycler 0.11.0\n",
            "Adding cycler 0.11.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for contourpy==1.1.0\n",
            "Best match: contourpy 1.1.0\n",
            "Adding contourpy 1.1.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Finished processing dependencies for gfpgan==1.3.8\n",
            "--2023-09-02 14:34:41--  https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth\n",
            "Resolving github.com (github.com)... 140.82.112.4\n",
            "Connecting to github.com (github.com)|140.82.112.4|:443... connected.\n",
            "HTTP request sent, awaiting response... 302 Found\n",
            "Location: https://objects.githubusercontent.com/github-production-release-asset-2e65be/349321229/e9847322-b8b1-4ec2-9620-5146eb8a9e4b?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20230902%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20230902T143441Z&X-Amz-Expires=300&X-Amz-Signature=c0317654bafc1a580bf549d683b95a0f24a7375c297e8379bc6adc805ea4c8a2&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=349321229&response-content-disposition=attachment%3B%20filename%3DGFPGANv1.3.pth&response-content-type=application%2Foctet-stream [following]\n",
            "--2023-09-02 14:34:41--  https://objects.githubusercontent.com/github-production-release-asset-2e65be/349321229/e9847322-b8b1-4ec2-9620-5146eb8a9e4b?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20230902%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20230902T143441Z&X-Amz-Expires=300&X-Amz-Signature=c0317654bafc1a580bf549d683b95a0f24a7375c297e8379bc6adc805ea4c8a2&X-Amz-SignedHeaders=host&actor_id=0&key_id=0&repo_id=349321229&response-content-disposition=attachment%3B%20filename%3DGFPGANv1.3.pth&response-content-type=application%2Foctet-stream\n",
            "Resolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
            "Connecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 348632874 (332M) [application/octet-stream]\n",
            "Saving to: ‘./GFPGAN/experiments/pretrained_models/GFPGANv1.3.pth’\n",
            "\n",
            "GFPGANv1.3.pth      100%[===================>] 332.48M   187MB/s    in 1.8s    \n",
            "\n",
            "2023-09-02 14:34:43 (187 MB/s) - ‘./GFPGAN/experiments/pretrained_models/GFPGANv1.3.pth’ saved [348632874/348632874]\n",
            "\n",
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1jhUOAeGw8lPjNf7Q1cIcBOvzE3CJ3gVz\n",
            "To: /content/output10.wav\n",
            "100% 808k/808k [00:00<00:00, 6.46MB/s]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "outputPath = './results'\n",
        "inputVideoPath = './output-video.mp4'\n",
        "unProcessedFramesFolderPath = outputPath+'/frames'\n",
        "\n",
        "if not os.path.exists(outputPath):\n",
        "  os.makedirs(outputPath)\n",
        "\n",
        "if not os.path.exists(unProcessedFramesFolderPath):\n",
        "  os.makedirs(unProcessedFramesFolderPath)\n",
        "\n",
        "vidcap = cv2.VideoCapture(inputVideoPath)\n",
        "numberOfFrames = int(vidcap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
        "fps = vidcap.get(cv2.CAP_PROP_FPS)\n",
        "print(\"FPS: \", fps, \"Frames: \", numberOfFrames)\n",
        "\n",
        "for frameNumber in tqdm(range(numberOfFrames)):\n",
        "    _,image = vidcap.read()\n",
        "    cv2.imwrite(path.join(unProcessedFramesFolderPath, str(frameNumber).zfill(4)+'.jpg'), image)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "72FR47FdUjR-",
        "outputId": "701406d9-331b-44f6-940b-ab6340648252"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "FPS:  25.0 Frames:  1680\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "100%|██████████| 1680/1680 [00:20<00:00, 81.00it/s]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!cd /content/GFPGAN && \\\n",
        "  python inference_gfpgan.py -i '../results/frames' -o '../results' -v 1.3 -s 2 --only_center_face --bg_upsampler None"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-THxe0NwVBlh",
        "outputId": "82dd04c1-f095-4d3d-e24c-0d71cc0bf0a7"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/torchvision/transforms/functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be **removed in 0.17**. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n",
            "  warnings.warn(\n",
            "/usr/local/lib/python3.10/dist-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=None`.\n",
            "  warnings.warn(msg)\n",
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            "Results are in the [../results] folder.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "restoredFramesPath = outputPath + '/restored_imgs/'\n",
        "processedVideoOutputPath = outputPath\n",
        "\n",
        "dir_list = os.listdir(restoredFramesPath)\n",
        "dir_list.sort()\n",
        "\n",
        "import cv2\n",
        "import numpy as np\n",
        "\n",
        "batch = 0\n",
        "batchSize = 300\n",
        "from tqdm import tqdm\n",
        "for i in tqdm(range(0, len(dir_list), batchSize)):\n",
        "  img_array = []\n",
        "  start, end = i, i+batchSize\n",
        "  print(\"processing \", start, end)\n",
        "  for filename in  tqdm(dir_list[start:end]):\n",
        "      filename = restoredFramesPath+filename;\n",
        "      img = cv2.imread(filename)\n",
        "      if img is None:\n",
        "        continue\n",
        "      height, width, layers = img.shape\n",
        "      size = (width,height)\n",
        "      img_array.append(img)\n",
        "\n",
        "\n",
        "  out = cv2.VideoWriter(processedVideoOutputPath+'/batch_'+str(batch).zfill(4)+'.avi',cv2.VideoWriter_fourcc(*'DIVX'), 25, size)\n",
        "  batch = batch + 1\n",
        "\n",
        "  for i in range(len(img_array)):\n",
        "    out.write(img_array[i])\n",
        "  out.release()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FaLb-pX0VZ_2",
        "outputId": "94344d8f-ac22-45a8-a90d-b9f4a97c3ac6"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
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          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "processing  0 300\n"
          ]
        },
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        {
          "output_type": "stream",
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            "processing  1500 1800\n"
          ]
        },
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        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "concatTextFilePath = outputPath + \"/concat.txt\"\n",
        "concatTextFile=open(concatTextFilePath,\"w\")\n",
        "for ips in range(batch):\n",
        "  concatTextFile.write(\"file batch_\" + str(ips).zfill(4) + \".avi\\n\")\n",
        "concatTextFile.close()\n",
        "\n",
        "concatedVideoOutputPath = outputPath + \"/concated_output.avi\"\n",
        "!ffmpeg -y -f concat -i {concatTextFilePath} -c copy {concatedVideoOutputPath}\n",
        "\n",
        "finalProcessedOuputVideo = processedVideoOutputPath+'/final_with_audio.avi'\n",
        "!ffmpeg -y -i {concatedVideoOutputPath} -i /content/output10.wav -map 0 -map 1:a -c:v copy -shortest {finalProcessedOuputVideo}\n",
        "\n",
        "from google.colab import files\n",
        "files.download(finalProcessedOuputVideo)"
      ],
      "metadata": {
        "id": "Aa_SMck5b63K",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "outputId": "943b05cc-4bf9-4d57-8626-b78f8fab653b"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\n",
            "  built with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\n",
            "  configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\n",
            "  libavutil      56. 70.100 / 56. 70.100\n",
            "  libavcodec     58.134.100 / 58.134.100\n",
            "  libavformat    58. 76.100 / 58. 76.100\n",
            "  libavdevice    58. 13.100 / 58. 13.100\n",
            "  libavfilter     7.110.100 /  7.110.100\n",
            "  libswscale      5.  9.100 /  5.  9.100\n",
            "  libswresample   3.  9.100 /  3.  9.100\n",
            "  libpostproc    55.  9.100 / 55.  9.100\n",
            "Input #0, concat, from './results/concat.txt':\n",
            "  Duration: N/A, start: 0.000000, bitrate: 4870 kb/s\n",
            "  Stream #0:0: Video: mpeg4 (Simple Profile) (DIVX / 0x58564944), yuv420p, 1440x1440 [SAR 1:1 DAR 1:1], 4870 kb/s, 25 fps, 25 tbr, 25 tbn, 25 tbc\n",
            "Output #0, avi, to './results/concated_output.avi':\n",
            "  Metadata:\n",
            "    ISFT            : Lavf58.76.100\n",
            "  Stream #0:0: Video: mpeg4 (Simple Profile) (DIVX / 0x58564944), yuv420p, 1440x1440 [SAR 1:1 DAR 1:1], q=2-31, 4870 kb/s, 25 fps, 25 tbr, 25 tbn, 25 tbc\n",
            "Stream mapping:\n",
            "  Stream #0:0 -> #0:0 (copy)\n",
            "Press [q] to stop, [?] for help\n",
            "frame=    1 fps=0.0 q=-1.0 size=      45kB time=00:00:00.04 bitrate=9117.6kbits/s speed=N/A    \rframe= 1680 fps=0.0 q=-1.0 Lsize=   39394kB time=00:01:07.20 bitrate=4802.3kbits/s speed=1.19e+03x    \n",
            "video:39348kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.116672%\n",
            "ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers\n",
            "  built with gcc 11 (Ubuntu 11.2.0-19ubuntu1)\n",
            "  configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\n",
            "  libavutil      56. 70.100 / 56. 70.100\n",
            "  libavcodec     58.134.100 / 58.134.100\n",
            "  libavformat    58. 76.100 / 58. 76.100\n",
            "  libavdevice    58. 13.100 / 58. 13.100\n",
            "  libavfilter     7.110.100 /  7.110.100\n",
            "  libswscale      5.  9.100 /  5.  9.100\n",
            "  libswresample   3.  9.100 /  3.  9.100\n",
            "  libpostproc    55.  9.100 / 55.  9.100\n",
            "Input #0, avi, from './results/concated_output.avi':\n",
            "  Metadata:\n",
            "    software        : Lavf58.76.100\n",
            "  Duration: 00:01:07.20, start: 0.000000, bitrate: 4802 kb/s\n",
            "  Stream #0:0: Video: mpeg4 (Simple Profile) (DIVX / 0x58564944), yuv420p, 1440x1440 [SAR 1:1 DAR 1:1], 4799 kb/s, 25 fps, 25 tbr, 25 tbn, 25 tbc\n",
            "\u001b[0;35m[mp3 @ 0x5d1a891563c0] \u001b[0m\u001b[0;33mEstimating duration from bitrate, this may be inaccurate\n",
            "\u001b[0mInput #1, mp3, from '/content/output10.wav':\n",
            "  Duration: 00:01:07.32, start: 0.000000, bitrate: 96 kb/s\n",
            "  Stream #1:0: Audio: mp3, 44100 Hz, mono, fltp, 96 kb/s\n",
            "Stream mapping:\n",
            "  Stream #0:0 -> #0:0 (copy)\n",
            "  Stream #1:0 -> #0:1 (mp3 (mp3float) -> mp3 (libmp3lame))\n",
            "Press [q] to stop, [?] for help\n",
            "Output #0, avi, to './results/final_with_audio.avi':\n",
            "  Metadata:\n",
            "    software        : Lavf58.76.100\n",
            "    ISFT            : Lavf58.76.100\n",
            "  Stream #0:0: Video: mpeg4 (Simple Profile) (DIVX / 0x58564944), yuv420p, 1440x1440 [SAR 1:1 DAR 1:1], q=2-31, 4799 kb/s, 25 fps, 25 tbr, 25 tbn, 25 tbc\n",
            "  Stream #0:1: Audio: mp3 (U[0][0][0] / 0x0055), 44100 Hz, mono, fltp\n",
            "    Metadata:\n",
            "      encoder         : Lavc58.134.100 libmp3lame\n",
            "frame= 1680 fps=1481 q=-1.0 Lsize=   39986kB time=00:01:07.20 bitrate=4874.5kbits/s speed=59.2x    \n",
            "video:39348kB audio:525kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.282998%\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ],
            "application/javascript": [
              "\n",
              "    async function download(id, filename, size) {\n",
              "      if (!google.colab.kernel.accessAllowed) {\n",
              "        return;\n",
              "      }\n",
              "      const div = document.createElement('div');\n",
              "      const label = document.createElement('label');\n",
              "      label.textContent = `Downloading \"${filename}\": `;\n",
              "      div.appendChild(label);\n",
              "      const progress = document.createElement('progress');\n",
              "      progress.max = size;\n",
              "      div.appendChild(progress);\n",
              "      document.body.appendChild(div);\n",
              "\n",
              "      const buffers = [];\n",
              "      let downloaded = 0;\n",
              "\n",
              "      const channel = await google.colab.kernel.comms.open(id);\n",
              "      // Send a message to notify the kernel that we're ready.\n",
              "      channel.send({})\n",
              "\n",
              "      for await (const message of channel.messages) {\n",
              "        // Send a message to notify the kernel that we're ready.\n",
              "        channel.send({})\n",
              "        if (message.buffers) {\n",
              "          for (const buffer of message.buffers) {\n",
              "            buffers.push(buffer);\n",
              "            downloaded += buffer.byteLength;\n",
              "            progress.value = downloaded;\n",
              "          }\n",
              "        }\n",
              "      }\n",
              "      const blob = new Blob(buffers, {type: 'application/binary'});\n",
              "      const a = document.createElement('a');\n",
              "      a.href = window.URL.createObjectURL(blob);\n",
              "      a.download = filename;\n",
              "      div.appendChild(a);\n",
              "      a.click();\n",
              "      div.remove();\n",
              "    }\n",
              "  "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.Javascript object>"
            ],
            "application/javascript": [
              "download(\"download_ef5443e9-c130-4b19-8c82-0f15569fc244\", \"final_with_audio.avi\", 40945532)"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "kk-cfF-GlERM"
      },
      "execution_count": 10,
      "outputs": []
    }
  ]
}