{
  "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",
      "execution_count": null,
      "metadata": {
        "id": "RXcT0H3RYk9j"
      },
      "outputs": [],
      "source": [
        "!git clone https://github.com/MooreThreads/Moore-AnimateAnyone.git"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/Moore-AnimateAnyone\n",
        "!pip install -r requirements.txt\n",
        "!pip install https://github.com/karaokenerds/python-audio-separator/releases/download/v0.12.1/onnxruntime_gpu-1.17.0-cp310-cp310-linux_x86_64.whl"
      ],
      "metadata": {
        "id": "Yi_MgKanYq--"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#!mkdir /content/Moore-AnimateAnyone/pretrainedweights\n",
        "!mkdir /content/Moore-AnimateAnyone/pretrainedweights/DWpose\n",
        "!mkdir /content/Moore-AnimateAnyone/pretrainedweights/image_encoder\n",
        "\n",
        "print(\"done\")"
      ],
      "metadata": {
        "id": "KQkefoBbbZ0f"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!git lfs install\n",
        "!git clone https://huggingface.co/patrolli/AnimateAnyone"
      ],
      "metadata": {
        "id": "KF4KUup3aXNG"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!apt -y install -qq aria2\n",
        "BaseModelUrl = \"https://huggingface.co/runwayml/stable-diffusion-v1-5\"\n",
        "BaseModelDir = \"/content/Moore-AnimateAnyone/pretrainedweights/stable-diffusion-v1-5\"\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/model_index.json -d {BaseModelDir} -o model_index.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/vae/diffusion_pytorch_model.bin -d {BaseModelDir}/vae -o diffusion_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/vae/config.json -d {BaseModelDir}/vae -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/unet/diffusion_pytorch_model.bin -d {BaseModelDir}/unet -o diffusion_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/unet/config.json -d {BaseModelDir}/unet -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/vocab.json -d {BaseModelDir}/tokenizer -o vocab.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/tokenizer_config.json -d {BaseModelDir}/tokenizer -o tokenizer_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/special_tokens_map.json -d {BaseModelDir}/tokenizer -o special_tokens_map.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/merges.txt -d {BaseModelDir}/tokenizer -o merges.txt\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/text_encoder/pytorch_model.bin -d {BaseModelDir}/text_encoder -o pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/text_encoder/config.json -d {BaseModelDir}/text_encoder -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/scheduler/scheduler_config.json -d {BaseModelDir}/scheduler -o scheduler_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/safety_checker/pytorch_model.bin -d {BaseModelDir}/safety_checker -o pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/safety_checker/config.json -d {BaseModelDir}/safety_checker -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/feature_extractor/preprocessor_config.json -d {BaseModelDir}/feature_extractor -o preprocessor_config.json"
      ],
      "metadata": {
        "id": "JAnAFo-GaKvH"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/Moore-AnimateAnyone/pretrainedweights/DWpose\n",
        "!wget  https://huggingface.co/yzd-v/DWPose/resolve/main/yolox_l.onnx #yolox\n",
        "!wget https://huggingface.co/yzd-v/DWPose/resolve/main/dw-ll_ucoco_384.onnx #dwpose"
      ],
      "metadata": {
        "id": "y4KuiWsvc5NF"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#@title Yaml file - alter model paths to suit here then copy and paste into the original yaml file or simply alter the original file\n",
        "\n",
        "pretrained_base_model_path: \"./pretrained_weights/stable-diffusion-v1-5/\"\n",
        "pretrained_vae_path: \"./pretrained_weights/sd-vae-ft-mse\"\n",
        "image_encoder_path: \"./pretrained_weights/image_encoder\"\n",
        "denoising_unet_path: \"./pretrained_weights/denoising_unet.pth\"\n",
        "reference_unet_path: \"./pretrained_weights/reference_unet.pth\"\n",
        "pose_guider_path: \"./pretrained_weights/pose_guider.pth\"\n",
        "motion_module_path: \"./pretrained_weights/motion_module.pth\"\n",
        "\n",
        "inference_config: \"./configs/inference/inference_v2.yaml\"\n",
        "weight_dtype: 'fp16'\n",
        "\n",
        "test_cases:\n",
        "  \"./configs/inference/ref_images/anyone-2.png\":\n",
        "    - \"./configs/inference/pose_videos/anyone-video-2_kps.mp4\"\n",
        "    - \"./configs/inference/pose_videos/anyone-video-5_kps.mp4\"\n",
        "  \"./configs/inference/ref_images/anyone-10.png\":\n",
        "    - \"./configs/inference/pose_videos/anyone-video-1_kps.mp4\"\n",
        "    - \"./configs/inference/pose_videos/anyone-video-2_kps.mp4\"\n",
        "  \"./configs/inference/ref_images/anyone-11.png\":\n",
        "    - \"./configs/inference/pose_videos/anyone-video-1_kps.mp4\"\n",
        "    - \"./configs/inference/pose_videos/anyone-video-2_kps.mp4\"\n",
        "  \"./configs/inference/ref_images/anyone-3.png\":\n",
        "    - \"./configs/inference/pose_videos/anyone-video-2_kps.mp4\"\n",
        "    - \"./configs/inference/pose_videos/anyone-video-5_kps.mp4\"\n",
        "  \"./configs/inference/ref_images/anyone-5.png\":\n",
        "    - \"./configs/inference/pose_videos/anyone-video-2_kps.mp4\"\n"
      ],
      "metadata": {
        "id": "EZZvbXF3ewhF"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!python /content/Moore-AnimateAnyone/app.py"
      ],
      "metadata": {
        "id": "z_qg7x4yZ_CN"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}