{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "945810d7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Choose the image name to animate: (saved in folder 'examples/')\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fdd0df8e30a4461db092711d92a72eef", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Dropdown(index=29, options=('angelina', 'anne', 'anne2', 'audrey', 'aya', 'babam', 'batu', 'ben', 'captain', '…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import ipywidgets as widgets\n", "import glob\n", "import matplotlib.pyplot as plt\n", "print(\"Choose the image name to animate: (saved in folder 'examples/')\")\n", "img_list = glob.glob1('examples', '*.jpg')\n", "img_list.sort()\n", "img_list = [item.split('.')[0] for item in img_list]\n", "default_head_name = widgets.Dropdown(options=img_list, value='koc')\n", "def on_change(change):\n", " if change['type'] == 'change' and change['name'] == 'value':\n", " plt.imshow(plt.imread('examples/{}.jpg'.format(default_head_name.value)))\n", " plt.axis('off')\n", " plt.show()\n", "default_head_name.observe(on_change)\n", "display(default_head_name)\n", "plt.imshow(plt.imread('examples/{}.jpg'.format(default_head_name.value)))\n", "plt.axis('off')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 2, "id": "c99dd109", "metadata": {}, "outputs": [], "source": [ "#@markdown # Animation Controllers\n", "#@markdown Amplify the lip motion in horizontal direction\n", "AMP_LIP_SHAPE_X = 2 #@param {type:\"slider\", min:0.5, max:5.0, step:0.1}\n", "\n", "#@markdown Amplify the lip motion in vertical direction\n", "AMP_LIP_SHAPE_Y = 2 #@param {type:\"slider\", min:0.5, max:5.0, step:0.1}\n", "\n", "#@markdown Amplify the head pose motion (usually smaller than 1.0, put it to 0. for a static head pose)\n", "AMP_HEAD_POSE_MOTION = 0.35 #@param {type:\"slider\", min:0.0, max:1.0, step:0.05}\n", "\n", "#@markdown Add naive eye blink\n", "ADD_NAIVE_EYE = True #@param [\"False\", \"True\"] {type:\"raw\"}\n", "\n", "#@markdown If your image has an opened mouth, put this as True, else False\n", "CLOSE_INPUT_FACE_MOUTH = True #@param [\"False\", \"True\"] {type:\"raw\"} \n", "\n", "\n", "#@markdown # Landmark Adjustment\n", "\n", "#@markdown Adjust upper lip thickness (postive value means thicker)\n", "UPPER_LIP_ADJUST = -1 #@param {type:\"slider\", min:-3.0, max:3.0, step:1.0}\n", "\n", "#@markdown Adjust lower lip thickness (postive value means thicker)\n", "LOWER_LIP_ADJUST = -1 #@param {type:\"slider\", min:-3.0, max:3.0, step:1.0}\n", "\n", "#@markdown Adjust static lip width (in multipication)\n", "LIP_WIDTH_ADJUST = 1.0 #@param {type:\"slider\", min:0.8, max:1.2, step:0.01}" ] }, { "cell_type": "code", "execution_count": 3, "id": "70634738", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loaded Image...\n", "D:\\photoToAnim\\MakeItTalk\\src\\autovc\\retrain_version\\vocoder_spec\\extract_f0_func.py:97: FutureWarning: Pass sr=16000, n_fft=1024 as keyword args. From version 0.10 passing these as positional arguments will result in an error\n", " mel_basis = mel(16000, 1024, fmin=90, fmax=7600, n_mels=80).T\n", "Loaded audio...\n", "D:\\photoToAnim\\MakeItTalk\\src\\approaches\\train_audio2landmark.py:98: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", " z = torch.tensor(torch.zeros(aus.shape[0], 128), requires_grad=False, dtype=torch.float).to(device)\n", "Audio->Landmark...\n", "1 / 1: Landmark->Face...\n", "Done!\n" ] } ], "source": [ "import sys\n", "sys.path.append(\"thirdparty/AdaptiveWingLoss\")\n", "import os, glob\n", "import numpy as np\n", "import cv2\n", "import argparse\n", "from src.approaches.train_image_translation import Image_translation_block\n", "import torch\n", "import pickle\n", "import face_alignment\n", "from src.autovc.AutoVC_mel_Convertor_retrain_version import AutoVC_mel_Convertor\n", "import shutil\n", "import time\n", "import util.utils as util\n", "from scipy.signal import savgol_filter\n", "from src.approaches.train_audio2landmark import Audio2landmark_model\n", "\n", "sys.stdout = open(os.devnull, 'a')\n", "\n", "parser = argparse.ArgumentParser()\n", "parser.add_argument('--jpg', type=str, default='{}.jpg'.format(default_head_name.value))\n", "parser.add_argument('--close_input_face_mouth', default=CLOSE_INPUT_FACE_MOUTH, action='store_true')\n", "parser.add_argument('--load_AUTOVC_name', type=str, default='examples/ckpt/ckpt_autovc.pth')\n", "parser.add_argument('--load_a2l_G_name', type=str, default='examples/ckpt/ckpt_speaker_branch.pth')\n", "parser.add_argument('--load_a2l_C_name', type=str, default='examples/ckpt/ckpt_content_branch.pth') #ckpt_audio2landmark_c.pth')\n", "parser.add_argument('--load_G_name', type=str, default='examples/ckpt/ckpt_116_i2i_comb.pth') #ckpt_image2image.pth') #ckpt_i2i_finetune_150.pth') #c\n", "parser.add_argument('--amp_lip_x', type=float, default=AMP_LIP_SHAPE_X)\n", "parser.add_argument('--amp_lip_y', type=float, default=AMP_LIP_SHAPE_Y)\n", "parser.add_argument('--amp_pos', type=float, default=AMP_HEAD_POSE_MOTION)\n", "parser.add_argument('--reuse_train_emb_list', type=str, nargs='+', default=[]) # ['iWeklsXc0H8']) #['45hn7-LXDX8']) #['E_kmpT-EfOg']) #'iWeklsXc0H8', '29k8RtSUjE0', '45hn7-LXDX8',\n", "parser.add_argument('--add_audio_in', default=False, action='store_true')\n", "parser.add_argument('--comb_fan_awing', default=False, action='store_true')\n", "parser.add_argument('--output_folder', type=str, default='examples')\n", "parser.add_argument('--test_end2end', default=True, action='store_true')\n", "parser.add_argument('--dump_dir', type=str, default='', help='')\n", "parser.add_argument('--pos_dim', default=7, type=int)\n", "parser.add_argument('--use_prior_net', default=True, action='store_true')\n", "parser.add_argument('--transformer_d_model', default=32, type=int)\n", "parser.add_argument('--transformer_N', default=2, type=int)\n", "parser.add_argument('--transformer_heads', default=2, type=int)\n", "parser.add_argument('--spk_emb_enc_size', default=16, type=int)\n", "parser.add_argument('--init_content_encoder', type=str, default='')\n", "parser.add_argument('--lr', type=float, default=1e-3, help='learning rate')\n", "parser.add_argument('--reg_lr', type=float, default=1e-6, help='weight decay')\n", "parser.add_argument('--write', default=False, action='store_true')\n", "parser.add_argument('--segment_batch_size', type=int, default=1, help='batch size')\n", "parser.add_argument('--emb_coef', default=3.0, type=float)\n", "parser.add_argument('--lambda_laplacian_smooth_loss', default=1.0, type=float)\n", "parser.add_argument('--use_11spk_only', default=False, action='store_true')\n", "parser.add_argument('-f')\n", "opt_parser = parser.parse_args()\n", "\n", "img = cv2.imread('examples/' + opt_parser.jpg)\n", "predictor = face_alignment.FaceAlignment(face_alignment.LandmarksType._3D, device='cpu', flip_input=True)\n", "shapes = predictor.get_landmarks(img)\n", "if (not shapes or len(shapes) != 1):\n", " print('Cannot detect face landmarks. Exit.')\n", " exit(-1)\n", "shape_3d = shapes[0]\n", "if(opt_parser.close_input_face_mouth):\n", " util.close_input_face_mouth(shape_3d)\n", "shape_3d[48:, 0] = (shape_3d[48:, 0] - np.mean(shape_3d[48:, 0])) * LIP_WIDTH_ADJUST + np.mean(shape_3d[48:, 0]) # wider lips\n", "shape_3d[49:54, 1] -= UPPER_LIP_ADJUST # thinner upper lip\n", "shape_3d[55:60, 1] += LOWER_LIP_ADJUST # thinner lower lip\n", "shape_3d[[37,38,43,44], 1] -=2. # larger eyes\n", "shape_3d[[40,41,46,47], 1] +=2. # larger eyes\n", "shape_3d, scale, shift = util.norm_input_face(shape_3d)\n", "\n", "print(\"Loaded Image...\", file=sys.stderr)\n", "\n", "au_data = []\n", "au_emb = []\n", "ains = glob.glob1('examples', '*.wav')\n", "ains = [item for item in ains if item != 'as.wav']\n", "ains.sort()\n", "for ain in ains:\n", " os.system('ffmpeg -y -loglevel error -i examples/{} -ar 16000 examples/tmp.wav'.format(ain))\n", " shutil.copyfile('examples/tmp.wav', 'examples/{}'.format(ain))\n", "\n", " # au embedding\n", " from thirdparty.resemblyer_util.speaker_emb import get_spk_emb\n", " me, ae = get_spk_emb('examples/{}'.format(ain))\n", " au_emb.append(me.reshape(-1))\n", "\n", " print('Processing audio file', ain)\n", " c = AutoVC_mel_Convertor('examples')\n", "\n", " au_data_i = c.convert_single_wav_to_autovc_input(audio_filename=os.path.join('examples', ain),\n", " autovc_model_path=opt_parser.load_AUTOVC_name)\n", " au_data += au_data_i\n", "if(os.path.isfile('examples/tmp.wav')):\n", " os.remove('examples/tmp.wav')\n", "\n", "print(\"Loaded audio...\", file=sys.stderr)\n", "\n", "# landmark fake placeholder\n", "fl_data = []\n", "rot_tran, rot_quat, anchor_t_shape = [], [], []\n", "for au, info in au_data:\n", " au_length = au.shape[0]\n", " fl = np.zeros(shape=(au_length, 68 * 3))\n", " fl_data.append((fl, info))\n", " rot_tran.append(np.zeros(shape=(au_length, 3, 4)))\n", " rot_quat.append(np.zeros(shape=(au_length, 4)))\n", " anchor_t_shape.append(np.zeros(shape=(au_length, 68 * 3)))\n", "\n", "if(os.path.exists(os.path.join('examples', 'dump', 'random_val_fl.pickle'))):\n", " os.remove(os.path.join('examples', 'dump', 'random_val_fl.pickle'))\n", "if(os.path.exists(os.path.join('examples', 'dump', 'random_val_fl_interp.pickle'))):\n", " os.remove(os.path.join('examples', 'dump', 'random_val_fl_interp.pickle'))\n", "if(os.path.exists(os.path.join('examples', 'dump', 'random_val_au.pickle'))):\n", " os.remove(os.path.join('examples', 'dump', 'random_val_au.pickle'))\n", "if (os.path.exists(os.path.join('examples', 'dump', 'random_val_gaze.pickle'))):\n", " os.remove(os.path.join('examples', 'dump', 'random_val_gaze.pickle'))\n", "\n", "with open(os.path.join('examples', 'dump', 'random_val_fl.pickle'), 'wb') as fp:\n", " pickle.dump(fl_data, fp)\n", "with open(os.path.join('examples', 'dump', 'random_val_au.pickle'), 'wb') as fp:\n", " pickle.dump(au_data, fp)\n", "with open(os.path.join('examples', 'dump', 'random_val_gaze.pickle'), 'wb') as fp:\n", " gaze = {'rot_trans':rot_tran, 'rot_quat':rot_quat, 'anchor_t_shape':anchor_t_shape}\n", " pickle.dump(gaze, fp)\n", "\n", "model = Audio2landmark_model(opt_parser, jpg_shape=shape_3d)\n", "if(len(opt_parser.reuse_train_emb_list) == 0):\n", " model.test(au_emb=au_emb)\n", "else:\n", " model.test(au_emb=None)\n", "\n", "print(\"Audio->Landmark...\", file=sys.stderr)\n", "\n", "fls = glob.glob1('examples', 'pred_fls_*.txt')\n", "fls.sort()\n", "\n", "for i in range(0,len(fls)):\n", " fl = np.loadtxt(os.path.join('examples', fls[i])).reshape((-1, 68,3))\n", " fl[:, :, 0:2] = -fl[:, :, 0:2]\n", " fl[:, :, 0:2] = fl[:, :, 0:2] / scale - shift\n", "\n", " if (ADD_NAIVE_EYE):\n", " fl = util.add_naive_eye(fl)\n", "\n", " # additional smooth\n", " fl = fl.reshape((-1, 204))\n", " fl[:, :48 * 3] = savgol_filter(fl[:, :48 * 3], 15, 3, axis=0)\n", " fl[:, 48*3:] = savgol_filter(fl[:, 48*3:], 5, 3, axis=0)\n", " fl = fl.reshape((-1, 68, 3))\n", "\n", " ''' STEP 6: Imag2image translation '''\n", " model = Image_translation_block(opt_parser, single_test=True)\n", " with torch.no_grad():\n", " model.single_test(jpg=img, fls=fl, filename=fls[i], prefix=opt_parser.jpg.split('.')[0])\n", " print('finish image2image gen')\n", " os.remove(os.path.join('examples', fls[i]))\n", "\n", " print(\"{} / {}: Landmark->Face...\".format(i+1, len(fls)), file=sys.stderr)\n", "print(\"Done!\", file=sys.stderr)" ] }, { "cell_type": "code", "execution_count": 4, "id": "d696b8e7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Display animation: examples/koc_pred_fls_kılıc_audio_embed.mp4\n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import HTML\n", "from base64 import b64encode\n", "\n", "for ain in ains:\n", " OUTPUT_MP4_NAME = '{}_pred_fls_{}_audio_embed.mp4'.format(\n", " opt_parser.jpg.split('.')[0],\n", " ain.split('.')[0]\n", " )\n", " mp4 = open('examples/{}'.format(OUTPUT_MP4_NAME),'rb').read()\n", " data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n", "\n", " print('Display animation: examples/{}'.format(OUTPUT_MP4_NAME), file=sys.stderr)\n", " display(HTML(\"\"\"\n", " \n", " \"\"\" % data_url))" ] }, { "cell_type": "code", "execution_count": null, "id": "775bcb70", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "animPhoto", "language": "python", "name": "animphoto" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.0" } }, "nbformat": 4, "nbformat_minor": 5 }