{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CycleGAN图像风格迁移互换\n", "\n", "[![下载Notebook](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/resource/_static/logo_notebook.svg)](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/notebook/master/tutorials/application/zh_cn/generative/mindspore_cyclegan.ipynb) [![下载样例代码](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/resource/_static/logo_download_code.svg)](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/notebook/master/tutorials/application/zh_cn/generative/mindspore_cyclegan.py) [![查看源文件](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/resource/_static/logo_source.svg)](https://gitee.com/mindspore/docs/blob/master/tutorials/application/source_zh_cn/generative/cyclegan.ipynb)\n", "\n", "> 本案例运行需要较大内存,建议在Ascend/GPU上运行。\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 模型介绍\n", "\n", "### 模型简介\n", "\n", "CycleGAN(Cycle Generative Adversarial Network) 即循环对抗生成网络,来自论文 [Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks](https://arxiv.org/abs/1703.10593) 。该模型实现了一种在没有配对示例的情况下学习将图像从源域 X 转换到目标域 Y 的方法。\n", "\n", "该模型一个重要应用领域是域迁移(Domain Adaptation),可以通俗地理解为图像风格迁移。其实在 CycleGAN 之前,就已经有了域迁移模型,比如 Pix2Pix ,但是 Pix2Pix 要求训练数据必须是成对的,而现实生活中,要找到两个域(画风)中成对出现的图片是相当困难的,因此 CycleGAN 诞生了,它只需要两种域的数据,而不需要他们有严格对应关系,是一种新的无监督的图像迁移网络。\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 模型结构\n", "\n", "CycleGAN 网络本质上是由两个镜像对称的 GAN 网络组成,其结构如下图所示(图片来源于原论文):\n", "\n", "![CycleGAN](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/CycleGAN.png)\n", "\n", "为了方便理解,这里以苹果和橘子为例介绍。上图中 $X$ 可以理解为苹果,$Y$ 为橘子;$G$ 为将苹果生成橘子风格的生成器,$F$ 为将橘子生成的苹果风格的生成器,$D_{X}$ 和 $D_{Y}$ 为其相应判别器,具体生成器和判别器的结构可见下文代码。模型最终能够输出两个模型的权重,分别将两种图像的风格进行彼此迁移,生成新的图像。\n", "\n", "该模型一个很重要的部分就是损失函数,在所有损失里面循环一致损失(Cycle Consistency Loss)是最重要的。循环损失的计算过程如下图所示(图片来源于原论文):\n", "\n", "![Cycle Consistency Loss](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/CycleGAN_1.png)\n", "\n", "图中苹果图片 $x$ 经过生成器 $G$ 得到伪橘子 $\\hat{Y}$,然后将伪橘子 $\\hat{Y}$ 结果送进生成器 $F$ 又产生苹果风格的结果 $\\hat{x}$,最后将生成的苹果风格结果 $\\hat{x}$ 与原苹果图片 $x$ 一起计算出循环一致损失,反之亦然。循环损失捕捉了这样的直觉,即如果我们从一个域转换到另一个域,然后再转换回来,我们应该到达我们开始的地方。详细的训练过程见下文代码。\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 数据集\n", "\n", "本案例使用的数据集里面的图片来源于[ImageNet](https://ieeexplore.ieee.org/document/5206848),该数据集共有17个数据包,本文只使用了其中的苹果橘子部分。图像被统一缩放为256×256像素大小,其中用于训练的苹果图片996张、橘子图片1020张,用于测试的苹果图片266张、橘子图片248张。\n", "\n", "这里对数据进行了随机裁剪、水平随机翻转和归一化的预处理,为了将重点聚焦到模型,此处将数据预处理后的结果转换为 MindRecord 格式的数据,以省略大部分数据预处理的代码。\n", "\n", "### 数据集下载\n", "\n", "使用 `download` 接口下载数据集,并将下载后的数据集自动解压到当前目录下。数据下载之前需要使用 `pip install download` 安装 `download` 包。\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from download import download\n", "\n", "url = \"https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/notebook/models/application/CycleGAN_apple2orange.zip\"\n", "\n", "download(url, \".\", kind=\"zip\", replace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 数据集加载\n", "\n", "使用 MindSpore 的 `MindDataset` 接口读取和解析数据集。\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2023-03-07T06:40:35.938180Z", "start_time": "2023-03-07T06:40:35.892302Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Datasize: 1019\n" ] } ], "source": [ "from mindspore.dataset import MindDataset\n", "\n", "# 读取MindRecord格式数据\n", "name_mr = \"./CycleGAN_apple2orange/apple2orange_train.mindrecord\"\n", "data = MindDataset(dataset_files=name_mr)\n", "print(\"Datasize: \", data.get_dataset_size())\n", "\n", "batch_size = 1\n", "dataset = data.batch(batch_size)\n", "datasize = dataset.get_dataset_size()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 可视化\n", "\n", "通过 `create_dict_iterator` 函数将数据转换成字典迭代器,然后使用 `matplotlib` 模块可视化部分训练数据。\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2023-03-07T03:21:30.619610Z", "start_time": "2023-03-07T03:21:30.302433Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "mean = 0.5 * 255\n", "std = 0.5 * 255\n", "\n", "plt.figure(figsize=(12, 5), dpi=60)\n", "for i, data in enumerate(dataset.create_dict_iterator()):\n", " if i < 5:\n", " show_images_a = data[\"image_A\"].asnumpy()\n", " show_images_b = data[\"image_B\"].asnumpy()\n", "\n", " plt.subplot(2, 5, i+1)\n", " show_images_a = (show_images_a[0] * std + mean).astype(np.uint8).transpose((1, 2, 0))\n", " plt.imshow(show_images_a)\n", " plt.axis(\"off\")\n", "\n", " plt.subplot(2, 5, i+6)\n", " show_images_b = (show_images_b[0] * std + mean).astype(np.uint8).transpose((1, 2, 0))\n", " plt.imshow(show_images_b)\n", " plt.axis(\"off\")\n", " else:\n", " break\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 构建生成器\n", "\n", "本案例生成器的模型结构参考的 ResNet 模型的结构,参考原论文,对于128×128大小的输入图片采用6个残差块相连,图片大小为256×256以上的需要采用9个残差块相连,所以本文网络有9个残差块相连,超参数 `n_layers` 参数控制残差块数。\n", "\n", "生成器的结构如下所示:\n", "\n", "![CycleGAN Generator](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/CycleGAN_2.jpg)\n", "\n", "具体的模型结构请参照下文代码:\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-03-07T03:27:08.204844Z", "start_time": "2023-03-07T03:27:08.076183Z" } }, "outputs": [], "source": [ "import mindspore.nn as nn\n", "import mindspore.ops as ops\n", "from mindspore.common.initializer import Normal\n", "\n", "weight_init = Normal(sigma=0.02)\n", "\n", "class ConvNormReLU(nn.Cell):\n", " def __init__(self, input_channel, out_planes, kernel_size=4, stride=2, alpha=0.2, norm_mode='instance',\n", " pad_mode='CONSTANT', use_relu=True, padding=None, transpose=False):\n", " super(ConvNormReLU, self).__init__()\n", " norm = nn.BatchNorm2d(out_planes)\n", " if norm_mode == 'instance':\n", " norm = nn.BatchNorm2d(out_planes, affine=False)\n", " has_bias = (norm_mode == 'instance')\n", " if padding is None:\n", " padding = (kernel_size - 1) // 2\n", " if pad_mode == 'CONSTANT':\n", " if transpose:\n", " conv = nn.Conv2dTranspose(input_channel, out_planes, kernel_size, stride, pad_mode='same',\n", " has_bias=has_bias, weight_init=weight_init)\n", " else:\n", " conv = nn.Conv2d(input_channel, out_planes, kernel_size, stride, pad_mode='pad',\n", " has_bias=has_bias, padding=padding, weight_init=weight_init)\n", " layers = [conv, norm]\n", " else:\n", " paddings = ((0, 0), (0, 0), (padding, padding), (padding, padding))\n", " pad = nn.Pad(paddings=paddings, mode=pad_mode)\n", " if transpose:\n", " conv = nn.Conv2dTranspose(input_channel, out_planes, kernel_size, stride, pad_mode='pad',\n", " has_bias=has_bias, weight_init=weight_init)\n", " else:\n", " conv = nn.Conv2d(input_channel, out_planes, kernel_size, stride, pad_mode='pad',\n", " has_bias=has_bias, weight_init=weight_init)\n", " layers = [pad, conv, norm]\n", " if use_relu:\n", " relu = nn.ReLU()\n", " if alpha > 0:\n", " relu = nn.LeakyReLU(alpha)\n", " layers.append(relu)\n", " self.features = nn.SequentialCell(layers)\n", "\n", " def construct(self, x):\n", " output = self.features(x)\n", " return output\n", "\n", "\n", "class ResidualBlock(nn.Cell):\n", " def __init__(self, dim, norm_mode='instance', dropout=False, pad_mode=\"CONSTANT\"):\n", " super(ResidualBlock, self).__init__()\n", " self.conv1 = ConvNormReLU(dim, dim, 3, 1, 0, norm_mode, pad_mode)\n", " self.conv2 = ConvNormReLU(dim, dim, 3, 1, 0, norm_mode, pad_mode, use_relu=False)\n", " self.dropout = dropout\n", " if dropout:\n", " self.dropout = nn.Dropout(p=0.5)\n", "\n", " def construct(self, x):\n", " out = self.conv1(x)\n", " if self.dropout:\n", " out = self.dropout(out)\n", " out = self.conv2(out)\n", " return x + out\n", "\n", "\n", "class ResNetGenerator(nn.Cell):\n", " def __init__(self, input_channel=3, output_channel=64, n_layers=9, alpha=0.2, norm_mode='instance', dropout=False,\n", " pad_mode=\"CONSTANT\"):\n", " super(ResNetGenerator, self).__init__()\n", " self.conv_in = ConvNormReLU(input_channel, output_channel, 7, 1, alpha, norm_mode, pad_mode=pad_mode)\n", " self.down_1 = ConvNormReLU(output_channel, output_channel * 2, 3, 2, alpha, norm_mode)\n", " self.down_2 = ConvNormReLU(output_channel * 2, output_channel * 4, 3, 2, alpha, norm_mode)\n", " layers = [ResidualBlock(output_channel * 4, norm_mode, dropout=dropout, pad_mode=pad_mode)] * n_layers\n", " self.residuals = nn.SequentialCell(layers)\n", " self.up_2 = ConvNormReLU(output_channel * 4, output_channel * 2, 3, 2, alpha, norm_mode, transpose=True)\n", " self.up_1 = ConvNormReLU(output_channel * 2, output_channel, 3, 2, alpha, norm_mode, transpose=True)\n", " if pad_mode == \"CONSTANT\":\n", " self.conv_out = nn.Conv2d(output_channel, 3, kernel_size=7, stride=1, pad_mode='pad',\n", " padding=3, weight_init=weight_init)\n", " else:\n", " pad = nn.Pad(paddings=((0, 0), (0, 0), (3, 3), (3, 3)), mode=pad_mode)\n", " conv = nn.Conv2d(output_channel, 3, kernel_size=7, stride=1, pad_mode='pad', weight_init=weight_init)\n", " self.conv_out = nn.SequentialCell([pad, conv])\n", "\n", " def construct(self, x):\n", " x = self.conv_in(x)\n", " x = self.down_1(x)\n", " x = self.down_2(x)\n", " x = self.residuals(x)\n", " x = self.up_2(x)\n", " x = self.up_1(x)\n", " output = self.conv_out(x)\n", " return ops.tanh(output)\n", "\n", "# 实例化生成器\n", "net_rg_a = ResNetGenerator()\n", "net_rg_a.update_parameters_name('net_rg_a.')\n", "\n", "net_rg_b = ResNetGenerator()\n", "net_rg_b.update_parameters_name('net_rg_b.')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 构建判别器\n", "\n", "判别器其实是一个二分类网络模型,输出判定该图像为真实图的概率。网络模型使用的是 Patch 大小为 70x70 的 PatchGANs 模型。通过一系列的 `Conv2d` 、 `BatchNorm2d` 和 `LeakyReLU` 层对其进行处理,最后通过 Sigmoid 激活函数得到最终概率。\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-03-07T03:27:11.592653Z", "start_time": "2023-03-07T03:27:11.492920Z" } }, "outputs": [], "source": [ "# 定义判别器\n", "class Discriminator(nn.Cell):\n", " def __init__(self, input_channel=3, output_channel=64, n_layers=3, alpha=0.2, norm_mode='instance'):\n", " super(Discriminator, self).__init__()\n", " kernel_size = 4\n", " layers = [nn.Conv2d(input_channel, output_channel, kernel_size, 2, pad_mode='pad', padding=1, weight_init=weight_init),\n", " nn.LeakyReLU(alpha)]\n", " nf_mult = output_channel\n", " for i in range(1, n_layers):\n", " nf_mult_prev = nf_mult\n", " nf_mult = min(2 ** i, 8) * output_channel\n", " layers.append(ConvNormReLU(nf_mult_prev, nf_mult, kernel_size, 2, alpha, norm_mode, padding=1))\n", " nf_mult_prev = nf_mult\n", " nf_mult = min(2 ** n_layers, 8) * output_channel\n", " layers.append(ConvNormReLU(nf_mult_prev, nf_mult, kernel_size, 1, alpha, norm_mode, padding=1))\n", " layers.append(nn.Conv2d(nf_mult, 1, kernel_size, 1, pad_mode='pad', padding=1, weight_init=weight_init))\n", " self.features = nn.SequentialCell(layers)\n", "\n", " def construct(self, x):\n", " output = self.features(x)\n", " return output\n", "\n", "# 判别器初始化\n", "net_d_a = Discriminator()\n", "net_d_a.update_parameters_name('net_d_a.')\n", "\n", "net_d_b = Discriminator()\n", "net_d_b.update_parameters_name('net_d_b.')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 优化器和损失函数\n", "\n", "根据不同模型需要单独的设置优化器,这是训练过程决定的。\n", "\n", "对生成器 $G$ 及其判别器 $D_{Y}$ ,目标损失函数定义为:\n", "\n", "$$L_{GAN}(G,D_Y,X,Y)=E_{y-p_{data}(y)}[logD_Y(y)]+E_{x-p_{data}(x)}[log(1-D_Y(G(x)))]$$\n", "\n", "其中 $G$ 试图生成看起来与 $Y$ 中的图像相似的图像 $G(x)$ ,而 $D_{Y}$ 的目标是区分翻译样本 $G(x)$ 和真实样本 $y$ ,生成器的目标是最小化这个损失函数以此来对抗判别器。即 $ min_{G} max_{D_{Y}}L_{GAN}(G,D_{Y} ,X,Y )$ 。\n", "\n", "单独的对抗损失不能保证所学函数可以将单个输入映射到期望的输出,为了进一步减少可能的映射函数的空间,学习到的映射函数应该是周期一致的,例如对于 $X$ 的每个图像 $x$ ,图像转换周期应能够将 $x$ 带回原始图像,可以称之为正向循环一致性,即 $x→G(x)→F(G(x))\\approx x$ 。对于 $Y$ ,类似的 $x→G(x)→F(G(x))\\approx x$ 。可以理解采用了一个循环一致性损失来激励这种行为。\n", "\n", "循环一致损失函数定义如下:\n", "\n", "$$L_{cyc}(G,F)=E_{x-p_{data}(x)}[\\Vert F(G(x))-x\\Vert_{1}]+E_{y-p_{data}(y)}[\\Vert G(F(y))-y\\Vert_{1}]$$\n", "\n", "循环一致损失能够保证重建图像 $F(G(x))$ 与输入图像 $x$ 紧密匹配。\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# 构建生成器,判别器优化器\n", "optimizer_rg_a = nn.Adam(net_rg_a.trainable_params(), learning_rate=0.0002, beta1=0.5)\n", "optimizer_rg_b = nn.Adam(net_rg_b.trainable_params(), learning_rate=0.0002, beta1=0.5)\n", "\n", "optimizer_d_a = nn.Adam(net_d_a.trainable_params(), learning_rate=0.0002, beta1=0.5)\n", "optimizer_d_b = nn.Adam(net_d_b.trainable_params(), learning_rate=0.0002, beta1=0.5)\n", "\n", "# GAN网络损失函数,这里最后一层不使用sigmoid函数\n", "loss_fn = nn.MSELoss(reduction='mean')\n", "l1_loss = nn.L1Loss(\"mean\")\n", "\n", "def gan_loss(predict, target):\n", " target = ops.ones_like(predict) * target\n", " loss = loss_fn(predict, target)\n", " return loss\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 前向计算\n", "\n", "搭建模型前向计算损失的过程,过程如下代码。\n", "\n", "为了减少模型振荡[1],这里遵循 Shrivastava 等人的策略[2],使用生成器生成图像的历史数据而不是生成器生成的最新图像数据来更新鉴别器。这里创建 `image_pool` 函数,保留了一个图像缓冲区,用于存储生成器生成前的50个图像。\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-03-07T03:32:21.516319Z", "start_time": "2023-03-07T03:32:21.501359Z" } }, "outputs": [], "source": [ "import mindspore as ms\n", "\n", "# 前向计算\n", "\n", "def generator(img_a, img_b):\n", " fake_a = net_rg_b(img_b)\n", " fake_b = net_rg_a(img_a)\n", " rec_a = net_rg_b(fake_b)\n", " rec_b = net_rg_a(fake_a)\n", " identity_a = net_rg_b(img_a)\n", " identity_b = net_rg_a(img_b)\n", " return fake_a, fake_b, rec_a, rec_b, identity_a, identity_b\n", "\n", "lambda_a = 10.0\n", "lambda_b = 10.0\n", "lambda_idt = 0.5\n", "\n", "def generator_forward(img_a, img_b):\n", " true = Tensor(True, dtype.bool_)\n", " fake_a, fake_b, rec_a, rec_b, identity_a, identity_b = generator(img_a, img_b)\n", " loss_g_a = gan_loss(net_d_b(fake_b), true)\n", " loss_g_b = gan_loss(net_d_a(fake_a), true)\n", " loss_c_a = l1_loss(rec_a, img_a) * lambda_a\n", " loss_c_b = l1_loss(rec_b, img_b) * lambda_b\n", " loss_idt_a = l1_loss(identity_a, img_a) * lambda_a * lambda_idt\n", " loss_idt_b = l1_loss(identity_b, img_b) * lambda_b * lambda_idt\n", " loss_g = loss_g_a + loss_g_b + loss_c_a + loss_c_b + loss_idt_a + loss_idt_b\n", " return fake_a, fake_b, loss_g, loss_g_a, loss_g_b, loss_c_a, loss_c_b, loss_idt_a, loss_idt_b\n", "\n", "def generator_forward_grad(img_a, img_b):\n", " _, _, loss_g, _, _, _, _, _, _ = generator_forward(img_a, img_b)\n", " return loss_g\n", "\n", "def discriminator_forward(img_a, img_b, fake_a, fake_b):\n", " false = Tensor(False, dtype.bool_)\n", " true = Tensor(True, dtype.bool_)\n", " d_fake_a = net_d_a(fake_a)\n", " d_img_a = net_d_a(img_a)\n", " d_fake_b = net_d_b(fake_b)\n", " d_img_b = net_d_b(img_b)\n", " loss_d_a = gan_loss(d_fake_a, false) + gan_loss(d_img_a, true)\n", " loss_d_b = gan_loss(d_fake_b, false) + gan_loss(d_img_b, true)\n", " loss_d = (loss_d_a + loss_d_b) * 0.5\n", " return loss_d\n", "\n", "def discriminator_forward_a(img_a, fake_a):\n", " false = Tensor(False, dtype.bool_)\n", " true = Tensor(True, dtype.bool_)\n", " d_fake_a = net_d_a(fake_a)\n", " d_img_a = net_d_a(img_a)\n", " loss_d_a = gan_loss(d_fake_a, false) + gan_loss(d_img_a, true)\n", " return loss_d_a\n", "\n", "def discriminator_forward_b(img_b, fake_b):\n", " false = Tensor(False, dtype.bool_)\n", " true = Tensor(True, dtype.bool_)\n", " d_fake_b = net_d_b(fake_b)\n", " d_img_b = net_d_b(img_b)\n", " loss_d_b = gan_loss(d_fake_b, false) + gan_loss(d_img_b, true)\n", " return loss_d_b\n", "\n", "# 保留了一个图像缓冲区,用来存储之前创建的50个图像\n", "pool_size = 50\n", "def image_pool(images):\n", " num_imgs = 0\n", " image1 = []\n", " if isinstance(images, Tensor):\n", " images = images.asnumpy()\n", " return_images = []\n", " for image in images:\n", " if num_imgs < pool_size:\n", " num_imgs = num_imgs + 1\n", " image1.append(image)\n", " return_images.append(image)\n", " else:\n", " if random.uniform(0, 1) > 0.5:\n", " random_id = random.randint(0, pool_size - 1)\n", "\n", " tmp = image1[random_id].copy()\n", " image1[random_id] = image\n", " return_images.append(tmp)\n", "\n", " else:\n", " return_images.append(image)\n", " output = Tensor(return_images, ms.float32)\n", " if output.ndim != 4:\n", " raise ValueError(\"img should be 4d, but get shape {}\".format(output.shape))\n", " return output\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 计算梯度和反向传播\n", "\n", "其中梯度计算也是分开不同的模型来进行的,详情见如下代码:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from mindspore import value_and_grad\n", "\n", "# 实例化求梯度的方法\n", "grad_g_a = value_and_grad(generator_forward_grad, None, net_rg_a.trainable_params())\n", "grad_g_b = value_and_grad(generator_forward_grad, None, net_rg_b.trainable_params())\n", "\n", "grad_d_a = value_and_grad(discriminator_forward_a, None, net_d_a.trainable_params())\n", "grad_d_b = value_and_grad(discriminator_forward_b, None, net_d_b.trainable_params())\n", "\n", "# 计算生成器的梯度,反向传播更新参数\n", "def train_step_g(img_a, img_b):\n", " net_d_a.set_grad(False)\n", " net_d_b.set_grad(False)\n", "\n", " fake_a, fake_b, lg, lga, lgb, lca, lcb, lia, lib = generator_forward(img_a, img_b)\n", "\n", " _, grads_g_a = grad_g_a(img_a, img_b)\n", " _, grads_g_b = grad_g_b(img_a, img_b)\n", " optimizer_rg_a(grads_g_a)\n", " optimizer_rg_b(grads_g_b)\n", "\n", " return fake_a, fake_b, lg, lga, lgb, lca, lcb, lia, lib\n", "\n", "# 计算判别器的梯度,反向传播更新参数\n", "def train_step_d(img_a, img_b, fake_a, fake_b):\n", " net_d_a.set_grad(True)\n", " net_d_b.set_grad(True)\n", "\n", " loss_d_a, grads_d_a = grad_d_a(img_a, fake_a)\n", " loss_d_b, grads_d_b = grad_d_b(img_b, fake_b)\n", "\n", " loss_d = (loss_d_a + loss_d_b) * 0.5\n", "\n", " optimizer_d_a(grads_d_a)\n", " optimizer_d_b(grads_d_b)\n", "\n", " return loss_d\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 模型训练\n", "\n", "训练分为两个主要部分:训练判别器和训练生成器,在前文的判别器损失函数中,论文采用了最小二乘损失代替负对数似然目标。\n", "\n", "- 训练判别器:训练判别器的目的是最大程度地提高判别图像真伪的概率。按照论文的方法需要训练判别器来最小化 $E_{y-p_{data}(y)}[(D(y)-1)^2]$ ;\n", "\n", "- 训练生成器:如 CycleGAN 论文所述,我们希望通过最小化 $E_{x-p_{data}(x)}[(D(G(x)-1)^2]$ 来训练生成器,以产生更好的虚假图像。\n", "\n", "下面定义了生成器和判别器的训练过程:\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Start training!\n", "Epoch:[ 1/ 7], step:[ 0/1019], time:6.202873s,\n", "loss_g:22.88, loss_d:0.95, loss_g_a: 1.00, loss_g_b: 1.00, loss_c_a: 7.12, loss_c_b: 6.90, loss_idt_a: 3.52, loss_idt_b:3.34\n", "Epoch:[ 1/ 7], step:[ 80/1019], time:1.001927s,\n", "loss_g:12.06, loss_d:0.49, loss_g_a: 0.51, loss_g_b: 0.26, loss_c_a: 3.98, loss_c_b: 3.76, loss_idt_a: 1.68, loss_idt_b:1.87\n", "Epoch:[ 1/ 7], step:[ 160/1019], time:0.778982s,\n", "loss_g:9.03, loss_d:0.43, loss_g_a: 0.68, loss_g_b: 0.61, loss_c_a: 2.20, loss_c_b: 2.99, loss_idt_a: 1.10, loss_idt_b:1.45\n", "Epoch:[ 1/ 7], step:[ 240/1019], time:0.945285s,\n", "loss_g:13.68, loss_d:0.33, loss_g_a: 0.54, loss_g_b: 0.39, loss_c_a: 4.33, loss_c_b: 4.61, loss_idt_a: 1.46, loss_idt_b:2.35\n", "Epoch:[ 1/ 7], step:[ 320/1019], time:0.939093s,\n", "...\n", "Epoch:[ 2/ 7], step:[ 960/1019], time:0.784652s,\n", "loss_g:5.22, loss_d:0.52, loss_g_a: 0.23, loss_g_b: 0.34, loss_c_a: 1.83, loss_c_b: 1.59, loss_idt_a: 0.76, loss_idt_b:0.47\n", "Epoch:[ 2/ 7], epoch time:923.28s, per step time:0.91, mean_g_loss:4.05, mean_d_loss:0.43, \n", "Epoch:[ 3/ 7], step:[ 0/1019], time:0.744845s,\n", "loss_g:3.74, loss_d:0.28, loss_g_a: 0.52, loss_g_b: 0.36, loss_c_a: 0.95, loss_c_b: 1.11, loss_idt_a: 0.40, loss_idt_b:0.41\n", "Epoch:[ 3/ 7], step:[ 80/1019], time:0.804595s,\n", "loss_g:3.94, loss_d:0.71, loss_g_a: 0.18, loss_g_b: 0.32, loss_c_a: 1.40, loss_c_b: 0.97, loss_idt_a: 0.55, loss_idt_b:0.51\n", "Epoch:[ 3/ 7], step:[ 160/1019], time:0.917811s,\n", "loss_g:3.53, loss_d:0.68, loss_g_a: 0.30, loss_g_b: 0.17, loss_c_a: 1.23, loss_c_b: 0.91, loss_idt_a: 0.60, loss_idt_b:0.32\n", "Epoch:[ 3/ 7], step:[ 240/1019], time:0.986027s,\n", "loss_g:3.17, loss_d:0.49, loss_g_a: 0.34, loss_g_b: 0.18, loss_c_a: 0.75, loss_c_b: 1.15, loss_idt_a: 0.26, loss_idt_b:0.50\n", "...\n", "Epoch:[ 7/ 7], step:[ 720/1019], time:0.760178s,\n", "loss_g:2.56, loss_d:0.40, loss_g_a: 0.43, loss_g_b: 0.37, loss_c_a: 0.47, loss_c_b: 0.70, loss_idt_a: 0.19, loss_idt_b:0.42\n", "Epoch:[ 7/ 7], step:[ 800/1019], time:0.850483s,\n", "loss_g:2.10, loss_d:0.61, loss_g_a: 0.33, loss_g_b: 0.13, loss_c_a: 0.58, loss_c_b: 0.55, loss_idt_a: 0.27, loss_idt_b:0.24\n", "Epoch:[ 7/ 7], step:[ 880/1019], time:0.854865s,\n", "loss_g:1.88, loss_d:0.55, loss_g_a: 0.37, loss_g_b: 0.14, loss_c_a: 0.45, loss_c_b: 0.43, loss_idt_a: 0.20, loss_idt_b:0.29\n", "Epoch:[ 7/ 7], step:[ 960/1019], time:0.936919s,\n", "loss_g:2.49, loss_d:0.54, loss_g_a: 0.38, loss_g_b: 0.14, loss_c_a: 0.66, loss_c_b: 0.53, loss_idt_a: 0.34, loss_idt_b:0.44\n", "Epoch:[ 7/ 7], epoch time:911.41s, per step time:0.89, mean_g_loss:2.89, mean_d_loss:0.79,\n", "End of training!\n" ] } ], "source": [ "import os\n", "import time\n", "import random\n", "import numpy as np\n", "from PIL import Image\n", "from mindspore import Tensor, save_checkpoint\n", "from mindspore import dtype\n", "\n", "epochs = 7\n", "save_step_num = 80\n", "save_checkpoint_epochs = 1\n", "save_ckpt_dir = './train_ckpt_outputs/'\n", "\n", "print('Start training!')\n", "\n", "for epoch in range(epochs):\n", " g_loss = []\n", " d_loss = []\n", " start_time_e = time.time()\n", " for step, data in enumerate(dataset.create_dict_iterator()):\n", " start_time_s = time.time()\n", " img_a = data[\"image_A\"]\n", " img_b = data[\"image_B\"]\n", " res_g = train_step_g(img_a, img_b)\n", " fake_a = res_g[0]\n", " fake_b = res_g[1]\n", "\n", " res_d = train_step_d(img_a, img_b, image_pool(fake_a), image_pool(fake_b))\n", " loss_d = float(res_d.asnumpy())\n", " step_time = time.time() - start_time_s\n", "\n", " res = []\n", " for item in res_g[2:]:\n", " res.append(float(item.asnumpy()))\n", " g_loss.append(res[0])\n", " d_loss.append(loss_d)\n", "\n", " if step % save_step_num == 0:\n", " print(f\"Epoch:[{int(epoch + 1):>3d}/{int(epochs):>3d}], \"\n", " f\"step:[{int(step):>4d}/{int(datasize):>4d}], \"\n", " f\"time:{step_time:>3f}s,\\n\"\n", " f\"loss_g:{res[0]:.2f}, loss_d:{loss_d:.2f}, \"\n", " f\"loss_g_a: {res[1]:.2f}, loss_g_b: {res[2]:.2f}, \"\n", " f\"loss_c_a: {res[3]:.2f}, loss_c_b: {res[4]:.2f}, \"\n", " f\"loss_idt_a: {res[5]:.2f}, loss_idt_b: {res[6]:.2f}\")\n", "\n", " epoch_cost = time.time() - start_time_e\n", " per_step_time = epoch_cost / datasize\n", " mean_loss_d, mean_loss_g = sum(d_loss) / datasize, sum(g_loss) / datasize\n", "\n", " print(f\"Epoch:[{int(epoch + 1):>3d}/{int(epochs):>3d}], \"\n", " f\"epoch time:{epoch_cost:.2f}s, per step time:{per_step_time:.2f}, \"\n", " f\"mean_g_loss:{mean_loss_g:.2f}, mean_d_loss:{mean_loss_d :.2f}\")\n", "\n", " if epoch % save_checkpoint_epochs == 0:\n", " os.makedirs(save_ckpt_dir, exist_ok=True)\n", " save_checkpoint(net_rg_a, os.path.join(save_ckpt_dir, f\"g_a_{epoch}.ckpt\"))\n", " save_checkpoint(net_rg_b, os.path.join(save_ckpt_dir, f\"g_b_{epoch}.ckpt\"))\n", " save_checkpoint(net_d_a, os.path.join(save_ckpt_dir, f\"d_a_{epoch}.ckpt\"))\n", " save_checkpoint(net_d_b, os.path.join(save_ckpt_dir, f\"d_b_{epoch}.ckpt\"))\n", "\n", "print('End of training!')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 模型推理\n", "\n", "下面我们通过加载生成器网络模型参数文件来对原图进行风格迁移,结果中第一行为原图,第二行为对应生成的结果图。" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import os\n", "from PIL import Image\n", "import mindspore.dataset as ds\n", "import mindspore.dataset.vision as vision\n", "from mindspore import load_checkpoint, load_param_into_net\n", "\n", "# 加载权重文件\n", "def load_ckpt(net, ckpt_dir):\n", " param_GA = load_checkpoint(ckpt_dir)\n", " load_param_into_net(net, param_GA)\n", "\n", "g_a_ckpt = './CycleGAN_apple2orange/ckpt/g_a.ckpt'\n", "g_b_ckpt = './CycleGAN_apple2orange/ckpt/g_b.ckpt'\n", "\n", "load_ckpt(net_rg_a, g_a_ckpt)\n", "load_ckpt(net_rg_b, g_b_ckpt)\n", "\n", "# 图片推理\n", "fig = plt.figure(figsize=(11, 2.5), dpi=100)\n", "def eval_data(dir_path, net, a):\n", "\n", " def read_img():\n", " for dir in os.listdir(dir_path):\n", " path = os.path.join(dir_path, dir)\n", " img = Image.open(path).convert('RGB')\n", " yield img, dir\n", "\n", " dataset = ds.GeneratorDataset(read_img, column_names=[\"image\", \"image_name\"])\n", " trans = [vision.Resize((256, 256)), vision.Normalize(mean=[0.5 * 255] * 3, std=[0.5 * 255] * 3), vision.HWC2CHW()]\n", " dataset = dataset.map(operations=trans, input_columns=[\"image\"])\n", " dataset = dataset.batch(1)\n", " for i, data in enumerate(dataset.create_dict_iterator()):\n", " img = data[\"image\"]\n", " fake = net(img)\n", " fake = (fake[0] * 0.5 * 255 + 0.5 * 255).astype(np.uint8).transpose((1, 2, 0))\n", " img = (img[0] * 0.5 * 255 + 0.5 * 255).astype(np.uint8).transpose((1, 2, 0))\n", "\n", " fig.add_subplot(2, 8, i+1+a)\n", " plt.axis(\"off\")\n", " plt.imshow(img.asnumpy())\n", "\n", " fig.add_subplot(2, 8, i+9+a)\n", " plt.axis(\"off\")\n", " plt.imshow(fake.asnumpy())\n", "\n", "eval_data('./CycleGAN_apple2orange/predict/apple', net_rg_a, 0)\n", "eval_data('./CycleGAN_apple2orange/predict/orange', net_rg_b, 4)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 参考\n", "\n", "[1] I. Goodfellow. NIPS 2016 tutorial: Generative ad-versarial networks. arXiv preprint arXiv:1701.00160,2016. 2, 4, 5\n", "\n", "[2] A. Shrivastava, T. Pfister, O. Tuzel, J. Susskind, W. Wang, R. Webb. Learning from simulated and unsupervised images through adversarial training. In CVPR, 2017. 3, 5, 6, 7" ] } ], "metadata": { "kernelspec": { "display_name": "MindSpore", "language": "python", "name": "mindspore" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "288.875px" }, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 4 }