{"cells":[{"cell_type":"markdown","metadata":{"id":"hgVreYca3LcQ"},"source":["FaceFusion 2.1.3"]},{"cell_type":"markdown","metadata":{"id":"28qKtK7F3bzl"},"source":["Install"]},{"cell_type":"code","execution_count":1,"metadata":{"id":"ZlrnUA3i3gMB","executionInfo":{"status":"ok","timestamp":1705140624340,"user_tz":-330,"elapsed":359996,"user":{"displayName":"","userId":""}},"outputId":"ee900c2a-5b4c-40f5-f1bc-d804db7aa6f4","colab":{"base_uri":"https://localhost:8080/"}},"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'face_fusion-unlocked'...\n","remote: Enumerating objects: 111, done.\u001b[K\n","remote: Counting objects: 100% (20/20), done.\u001b[K\n","remote: Compressing objects: 100% (19/19), done.\u001b[K\n","remote: Total 111 (delta 1), reused 20 (delta 1), pack-reused 91\u001b[K\n","Receiving objects: 100% (111/111), 74.24 KiB | 6.75 MiB/s, done.\n","Resolving deltas: 100% (13/13), done.\n","/content/face_fusion-unlocked\n","\u001b[2K     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This could take a while.\n","Collecting torchvision (from basicsr==1.4.2->-r requirements.txt (line 1))\n","  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.2%2Bcu121-cp310-cp310-linux_x86_64.whl (6.8 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.8/6.8 MB\u001b[0m \u001b[31m71.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25h  Downloading torchvision-0.16.2-cp310-cp310-manylinux1_x86_64.whl (6.8 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.8/6.8 MB\u001b[0m \u001b[31m79.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25h  Downloading https://download.pytorch.org/whl/cu121/torchvision-0.16.1%2Bcu121-cp310-cp310-linux_x86_64.whl (6.8 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.8/6.8 MB\u001b[0m \u001b[31m80.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hRequirement already satisfied: 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wheel for basicsr: filename=basicsr-1.4.2-py3-none-any.whl size=214817 sha256=15d5980fe1ec455325b835d2034d8190b5b7fdd8588804c26e1e633031f984b4\n","  Stored in directory: /root/.cache/pip/wheels/38/83/99/2d8437cc652a01af27df5ff037a4075e95b52d67705c5f30ca\n","  Building wheel for ffmpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n","  Created wheel for ffmpy: filename=ffmpy-0.3.1-py3-none-any.whl size=5579 sha256=7cbb03178f8a1428b4aa57a5c99bbc956c2ca3ec2014189414eca0578d389ea5\n","  Stored in directory: /root/.cache/pip/wheels/01/a6/d1/1c0828c304a4283b2c1639a09ad86f83d7c487ef34c6b4a1bf\n","  Building wheel for filterpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n","  Created wheel for filterpy: filename=filterpy-1.4.5-py3-none-any.whl size=110458 sha256=5a95e31be99475d4be4a1308d83ccf7f1c15b278b9c2dac623747e7a61bb9602\n","  Stored in directory: /root/.cache/pip/wheels/0f/0c/ea/218f266af4ad626897562199fbbcba521b8497303200186102\n","Successfully built basicsr ffmpy filterpy\n","Installing collected packages: pydub, lmdb, filetype, ffmpy, addict, websockets, typing-extensions, tf-keras-nightly, semantic-version, python-multipart, psutil, orjson, numpy, humanfriendly, h11, aiofiles, yapf, uvicorn, torch, tb-nightly, starlette, opencv-python, onnx, httpcore, coloredlogs, torchvision, onnxruntime, httpx, fastapi, gradio-client, filterpy, basicsr, gradio, facexlib, gfpgan, realesrgan\n","  Attempting uninstall: typing-extensions\n","    Found existing installation: typing_extensions 4.5.0\n","    Uninstalling typing_extensions-4.5.0:\n","      Successfully uninstalled typing_extensions-4.5.0\n","  Attempting uninstall: psutil\n","    Found existing installation: psutil 5.9.5\n","    Uninstalling psutil-5.9.5:\n","      Successfully uninstalled psutil-5.9.5\n","  Attempting uninstall: numpy\n","    Found existing installation: numpy 1.23.5\n","    Uninstalling numpy-1.23.5:\n","      Successfully uninstalled numpy-1.23.5\n","  Attempting uninstall: opencv-python\n","    Found existing installation: opencv-python 4.8.0.76\n","    Uninstalling opencv-python-4.8.0.76:\n","      Successfully uninstalled opencv-python-4.8.0.76\n","  Attempting uninstall: torchvision\n","    Found existing installation: torchvision 0.16.0+cu121\n","    Uninstalling torchvision-0.16.0+cu121:\n","      Successfully uninstalled torchvision-0.16.0+cu121\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","lida 0.0.10 requires kaleido, which is not installed.\n","tensorflow-probability 0.22.0 requires typing-extensions<4.6.0, but you have typing-extensions 4.9.0 which is incompatible.\n","torchaudio 2.1.0+cu121 requires torch==2.1.0, but you have torch 2.1.1+cu121 which is incompatible.\n","torchdata 0.7.0 requires torch==2.1.0, but you have torch 2.1.1+cu121 which is incompatible.\n","torchtext 0.16.0 requires torch==2.1.0, but you have torch 2.1.1+cu121 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0mSuccessfully installed addict-2.4.0 aiofiles-23.2.1 basicsr-1.4.2 coloredlogs-15.0.1 facexlib-0.3.0 fastapi-0.109.0 ffmpy-0.3.1 filetype-1.2.0 filterpy-1.4.5 gfpgan-1.3.8 gradio-3.50.2 gradio-client-0.6.1 h11-0.14.0 httpcore-1.0.2 httpx-0.26.0 humanfriendly-10.0 lmdb-1.4.1 numpy-1.26.2 onnx-1.15.0 onnxruntime-1.16.3 opencv-python-4.8.1.78 orjson-3.9.10 psutil-5.9.6 pydub-0.25.1 python-multipart-0.0.6 realesrgan-0.3.0 semantic-version-2.10.0 starlette-0.35.1 tb-nightly-2.16.0a20240112 tf-keras-nightly-2.16.0.dev2024011210 torch-2.1.1+cu121 torchvision-0.16.1+cu121 typing-extensions-4.9.0 uvicorn-0.25.0 websockets-11.0.3 yapf-0.40.2\n","\u001b[33mWARNING: Skipping ort-nightly-gpu as it is not installed.\u001b[0m\u001b[33m\n","\u001b[0mLooking in indexes: https://pypi.org/simple, https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/ort-cuda-12-nightly/pypi/simple\n","Collecting ort-nightly-gpu==1.17.0.dev20231205004\n","  Downloading https://aiinfra.pkgs.visualstudio.com/2692857e-05ef-43b4-ba9c-ccf1c22c437c/_packaging/d3daa2b0-aa56-45ac-8145-2c3dc0661c87/pypi/download/ort-nightly-gpu/1.17.dev20231205004/ort_nightly_gpu-1.17.0.dev20231205004-cp310-cp310-manylinux_2_28_x86_64.whl (168.1 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m168.1/168.1 MB\u001b[0m \u001b[31m2.6 MB/s\u001b[0m eta 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coloredlogs->ort-nightly-gpu==1.17.0.dev20231205004) (10.0)\n","Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->ort-nightly-gpu==1.17.0.dev20231205004) (1.3.0)\n","Installing collected packages: ort-nightly-gpu\n","Successfully installed ort-nightly-gpu-1.17.0.dev20231205004\n"]}],"source":["!git clone https://github.com/revolverocelot1/face_fusion-unlocked\n","%cd '/content/face_fusion-unlocked'\n","!python install.py --torch cuda-nightly --onnxruntime cuda-nightly --skip-venv"]},{"cell_type":"markdown","metadata":{"id":"J6HT5NpVcZOC"},"source":["Setup"]},{"cell_type":"code","execution_count":2,"metadata":{"id":"YVHiNI-bb6IB","executionInfo":{"status":"ok","timestamp":1705140626589,"user_tz":-330,"elapsed":2262,"user":{"displayName":"","userId":""}},"outputId":"103e92c4-8be2-4b29-9be3-5fbc409edb50","colab":{"base_uri":"https://localhost:8080/"}},"outputs":[{"output_type":"stream","name":"stdout","text":["# remote.moe:22 SSH-2.0-Go\n"]}],"source":["!ssh-keygen -q -t rsa -N '' -f ~/.ssh/id_rsa <<<y\n","!ssh-keyscan -t rsa remote.moe >> ~/.ssh/known_hosts"]},{"cell_type":"markdown","metadata":{"id":"vsfWtUCSGrrl"},"source":["Run"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"YVHiNI-bb6IA","outputId":"e08f355a-6ad4-49ae-d6d4-54750a5b853d","colab":{"base_uri":"https://localhost:8080/"}},"outputs":[{"output_type":"stream","name":"stdout","text":["/content/face_fusion-unlocked\n","\u001b[1mhttp\u001b[0m (80)\n","http://u63wrnupb33bvcdxfhtwzikq67plajwhhrkrpl3jvb6r4dl67tzq.remote.moe/\n","\n","$\n"," \n","Downloading: 100% 22.5M/22.5M [00:00<00:00, 25.2MB/s]\n","Downloading: 100% 16.1M/16.1M [00:00<00:00, 29.0MB/s]\n","Downloading: 100% 227k/227k [00:00<00:00, 505kB/s]\n","Downloading: 100% 166M/166M [00:01<00:00, 140MB/s]\n","Downloading: 100% 200M/200M [00:01<00:00, 140MB/s]\n","Downloading: 100% 1.26M/1.26M [00:00<00:00, 2.67MB/s]\n","Downloading: 100% 67.1M/67.1M [00:00<00:00, 96.4MB/s]\n","Downloading: 100% 50.7M/50.7M [00:00<00:00, 67.9MB/s]\n","Downloading: 100% 529M/529M [00:02<00:00, 191MB/s]\n","Running on local URL:  http://127.0.0.1:7860\n","\n","To create a public link, set `share=True` in `launch()`.\n","[FACEFUSION.PROCESSORS.FRAME.MODULES.FACE_SWAPPER] Select an image for source path!\n","Analysing: 100% 1135/1135 [00:09<00:00, 119.34frame/s, rate=0]\n","[FACEFUSION.CORE] Creating temporary resources\n","[FACEFUSION.CORE] Extracting frames with 25.0 FPS\n","[FACEFUSION.PROCESSORS.FRAME.MODULES.FACE_SWAPPER] Processing\n","Processing: 100% 1135/1135 [01:29<00:00, 12.73frame/s, execution_providers=['cuda', 'cpu'], execution_thread_count=4, execution_queue_count=1]\n","[FACEFUSION.PROCESSORS.FRAME.MODULES.FACE_DEBUGGER] Processing\n","Processing: 100% 1135/1135 [00:43<00:00, 26.04frame/s, execution_providers=['cuda', 'cpu'], execution_thread_count=4, execution_queue_count=1]\n","[FACEFUSION.CORE] Merging video with 25.0 FPS\n","[FACEFUSION.CORE] Restoring audio\n","[FACEFUSION.CORE] Clearing temporary resources\n","[FACEFUSION.CORE] Processing to video succeed\n","[FACEFUSION.CORE] Creating temporary resources\n","[FACEFUSION.CORE] Extracting frames with 25.0 FPS\n","[FACEFUSION.PROCESSORS.FRAME.MODULES.FACE_SWAPPER] Processing\n","Processing:  33% 371/1135 [00:29<01:12, 10.56frame/s, execution_providers=['cuda', 'cpu'], execution_thread_count=4, execution_queue_count=1]"]}],"source":["%cd '/content/face_fusion-unlocked'\n","!python run.py --execution-providers cuda & ssh -R 80:localhost:7860 remote.moe"]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[{"file_id":"https://github.com/facefusion/facefusion-colab/blob/master/facefusion.ipynb","timestamp":1705141499581},{"file_id":"17FwlS26zvLhXtiEGvdC7EiC2lUToBJ5v","timestamp":1694089316266}]},"kernelspec":{"display_name":"Python","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}