{"metadata":{"celltoolbar":"Raw Cell Format","kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":21755,"databundleVersionId":1475600,"sourceType":"competition"},{"sourceId":1567182,"sourceType":"datasetVersion","datasetId":925704},{"sourceId":1567596,"sourceType":"datasetVersion","datasetId":926321}],"dockerImageVersionId":30734,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true},"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"papermill":{"default_parameters":{},"duration":17599.548577,"end_time":"2024-05-12T16:01:49.913623","environment_variables":{},"exception":true,"input_path":"__notebook__.ipynb","output_path":"__notebook__.ipynb","parameters":{},"start_time":"2024-05-12T11:08:30.365046","version":"2.4.0"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# CycleGAN\n\n    CycleGANs learns to transform images from one sample into images that could seems reasonable similar to another sample.\n    For example, a CycleGAN produced the right hand image below when given the left hand image as input. \n    It even took an image of a horse and turned it into an image of a zebra. \n    Our task is to produce images in the style of Monet using a random set of photos.\n\n![cyclegan.jpg](attachment:cyclegan.jpg)","metadata":{"papermill":{"duration":0.011566,"end_time":"2024-05-12T11:08:33.787265","exception":false,"start_time":"2024-05-12T11:08:33.775699","status":"completed"},"tags":[]},"attachments":{"cyclegan.jpg":{"image/jpeg":"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  ## Contents:\n* <h1 style=\"padding: 1rem;\n      color:black;\n      text-align:left;\n      margin:0 auto;\n      font-size:1.5rem;\"><a href=\"#config\">Config</a></h1>\n          \n* <h1 style=\"padding: 1rem;\n          color:black;\n          text-align:left;\n          margin:0 auto;\n          font-size:1.5rem;\"><a href=\"#transform\">Dataset Transform and Dataloader</a></h1>\n          \n* <h1 style=\"padding: 1rem;\n          color:black;\n          text-align:left;\n          margin:0 auto;\n          font-size:1.5rem;\"><a href=\"#discri\">CycleGAN Discriminator</a></h1>\n          \n* <h1 style=\"padding: 1rem;\n          color:black;\n          text-align:left;\n          margin:0 auto;\n          font-size:1.5rem;\"><a href=\"#gener\">CycleGAN Generator</a></h1>\n          \n* <h1 style=\"padding: 1rem;\n          color:black;\n          text-align:left;\n          margin:0 auto;\n          font-size:1.5rem;\"><a href=\"#training\">Training Loop</a></h1>\n\n* <h1 style=\"padding: 1rem;\n          color:black;\n          text-align:left;\n          margin:0 auto;\n          font-size:1.5rem;\"><a href=\"#submission\">Inference and Submission</a></h1>","metadata":{"papermill":{"duration":0.01062,"end_time":"2024-05-12T11:08:33.808959","exception":false,"start_time":"2024-05-12T11:08:33.798339","status":"completed"},"tags":[]}},{"cell_type":"code","source":"import os\nimport cv2\nimport torch\nimport torch.nn as nn\nimport numpy as np\nfrom PIL import Image\nimport shutil\nimport itertools\nfrom torch.utils.data import Dataset, DataLoader\nimport matplotlib.pyplot as plt\nimport torchvision.transforms as transforms\nfrom torchvision.utils import make_grid","metadata":{"papermill":{"duration":3.794157,"end_time":"2024-05-12T11:08:37.614028","exception":false,"start_time":"2024-05-12T11:08:33.819871","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:26.265548Z","iopub.execute_input":"2024-06-11T00:55:26.266188Z","iopub.status.idle":"2024-06-11T00:55:31.200142Z","shell.execute_reply.started":"2024-06-11T00:55:26.266153Z","shell.execute_reply":"2024-06-11T00:55:31.199158Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.010278,"end_time":"2024-05-12T11:08:37.635743","exception":false,"start_time":"2024-05-12T11:08:37.625465","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"BATCH_SIZE = 5\nMONET_IMAGES_PATH = \"/kaggle/input/monet2photo/trainA\"\nTEST_IMAGES_PATH = \"/kaggle/input/monet2photo/trainB\"\n\nlr = 0.0002\nbeta1 = 0.5\nbeta2 = 0.996\nn_epoches = 600\ndecay_epoch = 50\ndisplay_epoch = 20","metadata":{"papermill":{"duration":0.019486,"end_time":"2024-05-12T11:08:37.665481","exception":false,"start_time":"2024-05-12T11:08:37.645995","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:33.306418Z","iopub.execute_input":"2024-06-11T00:55:33.307349Z","iopub.status.idle":"2024-06-11T00:55:33.312130Z","shell.execute_reply.started":"2024-06-11T00:55:33.307315Z","shell.execute_reply":"2024-06-11T00:55:33.311249Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<div class=\"alert alert-warning\" role=\"alert\">\n<a id=\"transform\"><h1 style=\"padding: 2rem;\n          color:black;\n          text-align:center;\n          margin:0 auto;\n          font-size:2rem;\">\n Dataset Transform\n</h1></a>\n</div>","metadata":{"papermill":{"duration":0.011978,"end_time":"2024-05-12T11:08:37.692633","exception":false,"start_time":"2024-05-12T11:08:37.680655","status":"completed"},"tags":[]}},{"cell_type":"code","source":"transforms_dataset = transforms.Compose([\n    transforms.RandomHorizontalFlip(),\n    transforms.ToTensor(),\n    transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))\n])","metadata":{"papermill":{"duration":0.025245,"end_time":"2024-05-12T11:08:37.734469","exception":false,"start_time":"2024-05-12T11:08:37.709224","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:36.006314Z","iopub.execute_input":"2024-06-11T00:55:36.007112Z","iopub.status.idle":"2024-06-11T00:55:36.011482Z","shell.execute_reply.started":"2024-06-11T00:55:36.007082Z","shell.execute_reply":"2024-06-11T00:55:36.010669Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":0.014927,"end_time":"2024-05-12T11:08:37.764595","exception":false,"start_time":"2024-05-12T11:08:37.749668","status":"completed"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"class ImageDataset(Dataset):\n    def __init__(self, directory_x, directory_y, test=False, transforms=None):\n        self.transforms = transforms\n        \n        if test:\n            self.monet_images_X = [directory_x + \"/\" + name for name in sorted(os.listdir(directory_x))[250:]]\n            self.test_images_Y = [directory_y + \"/\" + name for name in sorted(os.listdir(directory_y))[250:301]]\n        else:\n            self.monet_images_X = [directory_x + \"/\" + name for name in sorted(os.listdir(directory_x))[:250]]\n            self.test_images_Y = [directory_y + \"/\" + name for name in sorted(os.listdir(directory_y))[:250]]\n        \n    def __len__(self):\n        return len(self.monet_images_X)\n    \n    def __getitem__(self, index):\n        x_img =  Image.open(self.monet_images_X[index])\n        y_img =  Image.open(self.test_images_Y[index])\n        \n        if self.transforms is not None:\n            x_img = self.transforms(x_img)\n            y_img = self.transforms(y_img)\n        return x_img, y_img","metadata":{"papermill":{"duration":0.029872,"end_time":"2024-05-12T11:08:37.809652","exception":false,"start_time":"2024-05-12T11:08:37.779780","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:37.357533Z","iopub.execute_input":"2024-06-11T00:55:37.358143Z","iopub.status.idle":"2024-06-11T00:55:37.366707Z","shell.execute_reply.started":"2024-06-11T00:55:37.358109Z","shell.execute_reply":"2024-06-11T00:55:37.365722Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_loader = DataLoader(\n    ImageDataset(directory_x=MONET_IMAGES_PATH, directory_y=TEST_IMAGES_PATH, test=False, transforms=transforms_dataset),\n    batch_size = BATCH_SIZE,\n    shuffle = True,\n    num_workers = 4\n)\n\ntest_loader = DataLoader(\n    ImageDataset(directory_x=MONET_IMAGES_PATH, directory_y=TEST_IMAGES_PATH, test=True, transforms=transforms_dataset),\n    batch_size = BATCH_SIZE,\n    shuffle = False,\n    num_workers = 4\n)","metadata":{"papermill":{"duration":0.816554,"end_time":"2024-05-12T11:08:38.641497","exception":false,"start_time":"2024-05-12T11:08:37.824943","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:37.935166Z","iopub.execute_input":"2024-06-11T00:55:37.935820Z","iopub.status.idle":"2024-06-11T00:55:38.591693Z","shell.execute_reply.started":"2024-06-11T00:55:37.935788Z","shell.execute_reply":"2024-06-11T00:55:38.590754Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<div class=\"alert alert-warning\" role=\"alert\">\n<a id=\"discri\"><h1 style=\"padding: 2rem;\n          color:black;\n          text-align:center;\n          margin:0 auto;\n          font-size:2rem;\">\n CycleGAN Discriminator\n</h1></a>\n</div>","metadata":{"papermill":{"duration":0.012137,"end_time":"2024-05-12T11:08:38.670408","exception":false,"start_time":"2024-05-12T11:08:38.658271","status":"completed"},"tags":[]}},{"cell_type":"code","source":"class Discriminator(nn.Module):\n    def __init__(self, in_channels):\n        super(Discriminator, self).__init__()\n        self.scale_factor = 16\n\n        self.model = nn.Sequential(\n            nn.Conv2d(in_channels, 64, 4, stride=2, padding=1),\n            nn.LeakyReLU(0.2, inplace=True),\n            nn.Conv2d(64, 128, 4, stride=2, padding=1),\n            nn.InstanceNorm2d(128),\n            nn.LeakyReLU(0.2, inplace=True),\n            nn.Conv2d(128, 256, 4, stride=2, padding=1),\n            nn.InstanceNorm2d(256),\n            nn.LeakyReLU(0.2, inplace=True),\n            nn.Conv2d(256, 512, 4, stride=2, padding=1),\n            nn.InstanceNorm2d(512),\n            nn.LeakyReLU(0.2, inplace=True),\n            nn.ZeroPad2d((1,0,1,0)),\n            nn.Conv2d(512, 1, 4, padding=1),\n        )\n\n    def forward(self, x):\n        return self.model(x)\n    ","metadata":{"papermill":{"duration":0.028708,"end_time":"2024-05-12T11:08:38.713708","exception":false,"start_time":"2024-05-12T11:08:38.685000","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:39.798271Z","iopub.execute_input":"2024-06-11T00:55:39.799036Z","iopub.status.idle":"2024-06-11T00:55:39.807142Z","shell.execute_reply.started":"2024-06-11T00:55:39.799004Z","shell.execute_reply":"2024-06-11T00:55:39.806098Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<div class=\"alert alert-warning\" role=\"alert\">\n<a id=\"gener\"><h1 style=\"padding: 2rem;\n          color:black;\n          text-align:center;\n          margin:0 auto;\n          font-size:2rem;\">\n CycleGAN Generator\n</h1></a>\n</div>","metadata":{"papermill":{"duration":0.010324,"end_time":"2024-05-12T11:08:38.735552","exception":false,"start_time":"2024-05-12T11:08:38.725228","status":"completed"},"tags":[]}},{"cell_type":"code","source":"class ResidualBlock(nn.Module):\n    def __init__(self, in_channels):\n        super(ResidualBlock, self).__init__()\n        self.block = nn.Sequential(\n            nn.ReflectionPad2d(1),\n            nn.Conv2d(in_channels, in_channels, 3),\n            nn.InstanceNorm2d(in_channels),\n            nn.ReLU(inplace=True),\n            nn.ReflectionPad2d(1),\n            nn.Conv2d(in_channels, in_channels, 3),\n            nn.InstanceNorm2d(in_channels)\n        )\n\n    def forward(self, x):\n        return x + self.block(x)\n\nclass GeneratorResNet(nn.Module):\n    def __init__(self, in_channels, num_residual_blocks=9):\n        super(GeneratorResNet, self).__init__()\n\n        self.initial = nn.Sequential(\n            nn.ReflectionPad2d(in_channels),\n            nn.Conv2d(in_channels, 64, 2 * in_channels + 1),\n            nn.InstanceNorm2d(64),\n            nn.ReLU(inplace=True)\n        )\n\n        self.downsample_blocks = nn.Sequential(\n            nn.Conv2d(64, 128, 3, stride=2, padding=1),\n            nn.InstanceNorm2d(128),\n            nn.ReLU(inplace=True),\n            nn.Conv2d(128, 256, 3, stride=2, padding=1),\n            nn.InstanceNorm2d(256),\n            nn.ReLU(inplace=True)\n        )\n\n        self.residual_blocks = nn.Sequential(*[ResidualBlock(256) for _ in range(num_residual_blocks)])\n\n        self.upsample_blocks = nn.Sequential(\n            nn.Upsample(scale_factor=2),\n            nn.Conv2d(256, 128, 3, stride=1, padding=1),\n            nn.InstanceNorm2d(128),\n            nn.ReLU(inplace=True),\n            nn.Upsample(scale_factor=2),\n            nn.Conv2d(128, 64, 3, stride=1, padding=1),\n            nn.InstanceNorm2d(64),\n            nn.ReLU(inplace=True)\n        )\n\n        self.output = nn.Sequential(\n            nn.ReflectionPad2d(in_channels),\n            nn.Conv2d(64, in_channels, 2 * in_channels + 1),\n            nn.Tanh()\n        )\n\n    def forward(self, x):\n        x = self.initial(x)\n        x = self.downsample_blocks(x)\n        x = self.residual_blocks(x)\n        x = self.upsample_blocks(x)\n        return self.output(x)\n","metadata":{"papermill":{"duration":0.026781,"end_time":"2024-05-12T11:08:38.774417","exception":false,"start_time":"2024-05-12T11:08:38.747636","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:40.954421Z","iopub.execute_input":"2024-06-11T00:55:40.954755Z","iopub.status.idle":"2024-06-11T00:55:40.967989Z","shell.execute_reply.started":"2024-06-11T00:55:40.954729Z","shell.execute_reply":"2024-06-11T00:55:40.967032Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"<div class=\"alert alert-warning\" role=\"alert\">\n<a id=\"training\"><h1 style=\"padding: 2rem;\n          color:black;\n          text-align:center;\n          margin:0 auto;\n          font-size:2rem;\">\n Training Loop\n</h1></a>\n</div>","metadata":{"papermill":{"duration":0.011009,"end_time":"2024-05-12T11:08:38.796369","exception":false,"start_time":"2024-05-12T11:08:38.785360","status":"completed"},"tags":[]}},{"cell_type":"code","source":"G_XY = GeneratorResNet(3, num_residual_blocks=9)\nD_Y = Discriminator(3)\n\nG_YX = GeneratorResNet(3, num_residual_blocks=9)\nD_X = Discriminator(3)","metadata":{"papermill":{"duration":0.286077,"end_time":"2024-05-12T11:08:39.093762","exception":false,"start_time":"2024-05-12T11:08:38.807685","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:41.993991Z","iopub.execute_input":"2024-06-11T00:55:41.994330Z","iopub.status.idle":"2024-06-11T00:55:42.301225Z","shell.execute_reply.started":"2024-06-11T00:55:41.994303Z","shell.execute_reply":"2024-06-11T00:55:42.300410Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Check for CUDA availability and define the Tensor type accordingly\ncuda_available = torch.cuda.is_available()\nTensor = torch.cuda.FloatTensor if cuda_available else torch.Tensor\nprint(f'CUDA Available: {cuda_available}')\n\n# Transfer models to CUDA if available\nmodels = [G_XY, D_Y, G_YX, D_X]\nfor model in models:\n    if cuda_available:\n        model.cuda()\n\ngan_loss = nn.MSELoss().cuda()\ncycle_loss = nn.L1Loss().cuda()\nidentity_loss = nn.L1Loss().cuda()","metadata":{"papermill":{"duration":0.262884,"end_time":"2024-05-12T11:08:39.367840","exception":false,"start_time":"2024-05-12T11:08:39.104956","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:43.094910Z","iopub.execute_input":"2024-06-11T00:55:43.095263Z","iopub.status.idle":"2024-06-11T00:55:43.312603Z","shell.execute_reply.started":"2024-06-11T00:55:43.095225Z","shell.execute_reply":"2024-06-11T00:55:43.311510Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"optimizer_G = torch.optim.Adam(itertools.chain(G_XY.parameters(), G_YX.parameters()), lr=lr, betas=(beta1, beta2))\noptimizer_D_X = torch.optim.Adam(D_X.parameters(), lr=lr, betas=(beta1, beta2))\noptimizer_D_Y = torch.optim.Adam(D_Y.parameters(), lr=lr, betas=(beta1, beta2))\n","metadata":{"papermill":{"duration":0.020657,"end_time":"2024-05-12T11:08:39.399679","exception":false,"start_time":"2024-05-12T11:08:39.379022","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:44.443715Z","iopub.execute_input":"2024-06-11T00:55:44.444041Z","iopub.status.idle":"2024-06-11T00:55:44.451397Z","shell.execute_reply.started":"2024-06-11T00:55:44.444016Z","shell.execute_reply":"2024-06-11T00:55:44.450427Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def learning_rate_decay(epoch, decay_start_epoch, total_epochs):\n    if epoch < decay_start_epoch:\n        return 1\n    else:\n        return 1 - (epoch - decay_start_epoch) / (total_epochs - decay_start_epoch)\n\nlr_scheduler_G = torch.optim.lr_scheduler.LambdaLR(optimizer_G, lr_lambda=lambda epoch: learning_rate_decay(epoch, decay_epoch, n_epoches))\nlr_scheduler_D_X = torch.optim.lr_scheduler.LambdaLR(optimizer_D_X, lr_lambda=lambda epoch: learning_rate_decay(epoch, decay_epoch, n_epoches))\nlr_scheduler_D_Y = torch.optim.lr_scheduler.LambdaLR(optimizer_D_Y, lr_lambda=lambda epoch: learning_rate_decay(epoch, decay_epoch, n_epoches))","metadata":{"papermill":{"duration":0.019615,"end_time":"2024-05-12T11:08:39.429672","exception":false,"start_time":"2024-05-12T11:08:39.410057","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:46.481731Z","iopub.execute_input":"2024-06-11T00:55:46.482406Z","iopub.status.idle":"2024-06-11T00:55:46.489047Z","shell.execute_reply.started":"2024-06-11T00:55:46.482369Z","shell.execute_reply":"2024-06-11T00:55:46.488038Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def sample_images(real_X, real_Y):    \n    G_XY.eval()\n    G_YX.eval()\n\n    real_X = real_X.type(Tensor)\n    fake_Y = G_XY(real_X).detach()\n\n    real_Y = real_Y.type(Tensor)\n    fake_X = G_YX(real_Y).detach()\n\n    ncols = real_X.size(0)\n    real_X_grid = make_grid(real_X, nrow=ncols, normalize=True)\n    fake_Y_grid = make_grid(fake_Y, nrow=ncols, normalize=True)\n    real_Y_grid = make_grid(real_Y, nrow=ncols, normalize=True)\n    fake_X_grid = make_grid(fake_X, nrow=ncols, normalize=True)\n\n    fig, axs = plt.subplots(2, 2, figsize=(8, 8))  \n\n    axs[0, 0].imshow(real_X_grid.permute(1, 2, 0).cpu())\n    axs[0, 0].set_title(\"Real Images from Domain X\")\n    axs[0, 0].axis('off')\n\n    axs[0, 1].imshow(fake_Y_grid.permute(1, 2, 0).cpu())\n    axs[0, 1].set_title(\"Generated Images to Domain Y\")\n    axs[0, 1].axis('off')\n\n    axs[1, 0].imshow(real_Y_grid.permute(1, 2, 0).cpu())\n    axs[1, 0].set_title(\"Real Images from Domain Y\")\n    axs[1, 0].axis('off')\n\n    axs[1, 1].imshow(fake_X_grid.permute(1, 2, 0).cpu())\n    axs[1, 1].set_title(\"Generated Images to Domain X\")\n    axs[1, 1].axis('off')\n\n    plt.tight_layout()\n    plt.show()\n\nreal_X, real_Y = next(iter(test_loader))\nsample_images(real_X, real_Y)\n","metadata":{"papermill":{"duration":1.670798,"end_time":"2024-05-12T11:08:41.111038","exception":false,"start_time":"2024-05-12T11:08:39.440240","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:46.967623Z","iopub.execute_input":"2024-06-11T00:55:46.968177Z","iopub.status.idle":"2024-06-11T00:55:48.729973Z","shell.execute_reply.started":"2024-06-11T00:55:46.968151Z","shell.execute_reply":"2024-06-11T00:55:48.729008Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import os\n\n# Set the directory for saving models\nsave_dir = '/kaggle/working/'\n\n# Check if the directory exists, if not, create it\nif not os.path.exists(save_dir):\n    os.makedirs(save_dir)\n","metadata":{"papermill":{"duration":0.025417,"end_time":"2024-05-12T11:08:41.151433","exception":false,"start_time":"2024-05-12T11:08:41.126016","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:48.731756Z","iopub.execute_input":"2024-06-11T00:55:48.732064Z","iopub.status.idle":"2024-06-11T00:55:48.736917Z","shell.execute_reply.started":"2024-06-11T00:55:48.732038Z","shell.execute_reply":"2024-06-11T00:55:48.735916Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"real_X, real_Y = next(iter(test_loader))\nsample_images(real_X, real_Y)","metadata":{"papermill":{"duration":0.997058,"end_time":"2024-05-12T11:08:42.166219","exception":false,"start_time":"2024-05-12T11:08:41.169161","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:48.737866Z","iopub.execute_input":"2024-06-11T00:55:48.738143Z","iopub.status.idle":"2024-06-11T00:55:49.680131Z","shell.execute_reply.started":"2024-06-11T00:55:48.738121Z","shell.execute_reply":"2024-06-11T00:55:49.679126Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n# Lists to store losses\nlosses_G = []\nlosses_identity = []\nlosses_GAN = []\nlosses_cycle = []\n\nlosses_D = []\nlosses_D_X = []\nlosses_D_Y = []\nfor epoch in range(n_epoches):\n    for i, (real_X, real_Y) in enumerate(train_loader):\n         \n        real_X, real_Y = real_X.type(Tensor), real_Y.type(Tensor)\n        out_shape = [real_X.size(0), 1, real_X.size(2) // D_X.scale_factor, real_X.size(3) // D_X.scale_factor]\n        \n        valid = torch.ones(out_shape).type(Tensor)\n        fake = torch.zeros(out_shape).type(Tensor)\n        \n        # training generators\n        G_XY.train()\n        G_YX.train()\n        \n        optimizer_G.zero_grad()\n        \n        fake_Y = G_XY(real_X)\n        fake_X = G_YX(real_Y)\n        \n        # identity loss\n        loss_id_X = identity_loss(G_YX(real_X), real_X)\n        loss_id_Y = identity_loss(G_XY(real_Y), real_Y)\n        loss_identity = (loss_id_X + loss_id_Y) / 2\n        \n        # gan loss\n        loss_GAN_XY = gan_loss(D_Y(fake_Y), valid) \n        loss_GAN_YX = gan_loss(D_X(fake_X), valid)\n        loss_GAN = (loss_GAN_XY + loss_GAN_YX) / 2\n        \n        # cycle loss\n        recov_X = G_YX(fake_Y)\n        recov_Y = G_XY(fake_X)\n        \n        loss_cycle_X = cycle_loss(recov_X, real_X)\n        loss_cycle_Y = cycle_loss(recov_Y, real_Y)\n        loss_cycle = (loss_cycle_X + loss_cycle_Y) / 2\n        \n        # total gan loss\n        loss_G = loss_identity + loss_GAN + 10.0 * loss_cycle\n        \n        loss_G.backward()\n        optimizer_G.step()\n        \n        #training discriminator X\n        optimizer_D_X.zero_grad()\n        \n        loss_real = gan_loss(D_X(real_X), valid)\n        loss_fake = gan_loss(D_X(fake_X.detach()), fake)\n        loss_D_X = (loss_real + loss_fake) / 2\n        \n        loss_D_X.backward()\n        optimizer_D_X.step()\n        \n        #training discriminator Y\n        optimizer_D_Y.zero_grad()\n        \n        loss_real = gan_loss(D_Y(real_Y), valid)\n        loss_fake = gan_loss(D_Y(fake_Y.detach()), fake)\n        loss_D_Y = (loss_real + loss_fake) / 2\n        \n        loss_D_Y.backward()\n        optimizer_D_Y.step()\n    \n    lr_scheduler_G.step()\n    lr_scheduler_D_X.step()\n    lr_scheduler_D_Y.step()\n    # Store losses\n    losses_G.append(loss_G.item())\n    losses_identity.append(loss_identity.item())\n    losses_GAN.append(loss_GAN.item())\n    losses_cycle.append(loss_cycle.item())\n\n    #losses_D.append(loss_D.item())\n    losses_D_X.append(loss_D_X.item())\n    losses_D_Y.append(loss_D_Y.item())\n    # display results every 20 epoch\n    if (epoch + 1) % display_epoch == 0:\n        test_real_X, test_real_Y = next(iter(test_loader))\n        sample_images(test_real_X, test_real_Y)\n\n        loss_D = (loss_D_X + loss_D_Y) / 2\n        print(f'[Epoch {epoch + 1} / {n_epoches}]')\n        print(f'[Generator loss: {loss_G.item()} | identity: {loss_identity.item()} GAN: {loss_GAN.item()} cycle: {loss_cycle.item()}]')\n        print(f'[Discriminator loss: {loss_D.item()} | D_X: {loss_D_X.item()} D_Y: {loss_D_Y.item()}]')\n        # Define the paths for saving generator and discriminator models\n        G_XY_path = os.path.join(save_dir, f'G_XY_epoch_{epoch + 1}.pt')\n        G_YX_path = os.path.join(save_dir, f'G_YX_epoch_{epoch + 1}.pt')\n        D_X_path = os.path.join(save_dir, f'D_X_epoch_{epoch + 1}.pt')\n        D_Y_path = os.path.join(save_dir, f'D_Y_epoch_{epoch + 1}.pt')\n\n        # Save the models\n        torch.save(G_XY.state_dict(), G_XY_path)\n        torch.save(G_YX.state_dict(), G_YX_path)\n        torch.save(D_X.state_dict(), D_X_path)\n        torch.save(D_Y.state_dict(), D_Y_path)\n# Plot losses\nplt.figure(figsize=(10, 5))\n\nplt.subplot(1, 2, 1)\nplt.plot(losses_G, label='Generator Total Loss')\nplt.plot(losses_identity, label='Identity Loss')\nplt.plot(losses_GAN, label='GAN Loss')\nplt.plot(losses_cycle, label='Cycle Loss')\nplt.title('Generator Losses')\nplt.xlabel('Epoch')\nplt.ylabel('Loss')\nplt.legend()\n\nplt.subplot(1, 2, 2)\n#plt.plot(losses_D, label='Discriminator Total Loss')\nplt.plot(losses_D_X, label='Discriminator X Loss')\nplt.plot(losses_D_Y, label='Discriminator Y Loss')\nplt.title('Discriminator Losses')\nplt.xlabel('Epoch')\nplt.ylabel('Loss')\nplt.legend()\n\nplt.show()","metadata":{"papermill":{"duration":17585.98506,"end_time":"2024-05-12T16:01:48.172450","exception":false,"start_time":"2024-05-12T11:08:42.187390","status":"completed"},"scrolled":true,"tags":[],"execution":{"iopub.status.busy":"2024-06-11T00:55:51.930328Z","iopub.execute_input":"2024-06-11T00:55:51.931162Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"files = [TEST_IMAGES_PATH + \"/\" + name for name in os.listdir(TEST_IMAGES_PATH)]\nlen(files)","metadata":{"papermill":{"duration":null,"end_time":null,"exception":null,"start_time":null,"status":"pending"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"save_dir = '../images'\nif not os.path.exists(save_dir):\n    os.makedirs(save_dir)","metadata":{"papermill":{"duration":null,"end_time":null,"exception":null,"start_time":null,"status":"pending"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"transforms_dataset = transforms.Compose([\n    transforms.ToTensor(),\n    transforms.Normalize([0.5, 0.5, 0.5], [0.5, 0.5, 0.5])\n])\n\ntensor_to_image = transforms.ToPILImage()\nG_YX.eval()\n\n# Process images in batches\nfor batch_start in range(0, len(files), BATCH_SIZE):\n    batch_files = files[batch_start:batch_start + BATCH_SIZE]\n    batch_imgs = [transforms_dataset(Image.open(file)) for file in batch_files]\n    \n    batch_tensor = torch.stack(batch_imgs).type(Tensor)\n    generated_imgs = G_YX(batch_tensor).detach().cpu()\n    \n    for idx, tensor_img in enumerate(generated_imgs):\n        # Convert tensor to numpy array and normalize to range [0, 255]\n        np_img = tensor_img.squeeze().permute(1, 2, 0).numpy()\n        np_img = ((np_img - np_img.min()) * 255 / (np_img.max() - np_img.min())).astype(np.uint8)\n        \n        # Save the generated image\n        pil_img = tensor_to_image(np_img)\n        _, filename = os.path.split(files[batch_start + idx])\n        pil_img.save(os.path.join(save_dir, filename))","metadata":{"papermill":{"duration":null,"end_time":null,"exception":null,"start_time":null,"status":"pending"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"shutil.make_archive(\"/kaggle/working/images\", 'zip', \"/kaggle/images\")","metadata":{"papermill":{"duration":null,"end_time":null,"exception":null,"start_time":null,"status":"pending"},"tags":[],"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"papermill":{"duration":null,"end_time":null,"exception":null,"start_time":null,"status":"pending"},"tags":[]},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}