{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Pix2Pix实现图像转换\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_pix2pix.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_pix2pix.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/pix2pix.ipynb)\n", "\n", "## Pix2Pix概述\n", "\n", "Pix2Pix是基于条件生成对抗网络(cGAN, Condition Generative Adversarial Networks )实现的一种深度学习图像转换模型,该模型是由Phillip Isola等作者在2017年CVPR上提出的,可以实现语义/标签到真实图片、灰度图到彩色图、航空图到地图、白天到黑夜、线稿图到实物图的转换。Pix2Pix是将cGAN应用于有监督的图像到图像翻译的经典之作,其包括两个模型:**生成器**和**判别器**。\n", "\n", "传统上,尽管此类任务的目标都是相同的从像素预测像素,但每项都是用单独的专用机器来处理的。而Pix2Pix使用的网络作为一个通用框架,使用相同的架构和目标,只在不同的数据上进行训练,即可得到令人满意的结果,鉴于此许多人已经使用此网络发布了他们自己的艺术作品。\n", "\n", "## 基础原理\n", "\n", "cGAN的生成器与传统GAN的生成器在原理上有一些区别,cGAN的生成器是将输入图片作为指导信息,由输入图像不断尝试生成用于迷惑判别器的“假”图像,由输入图像转换输出为相应“假”图像的本质是从像素到另一个像素的映射,而传统GAN的生成器是基于一个给定的随机噪声生成图像,输出图像通过其他约束条件控制生成,这是cGAN和GAN的在图像翻译任务中的差异。Pix2Pix中判别器的任务是判断从生成器输出的图像是真实的训练图像还是生成的“假”图像。在生成器与判别器的不断博弈过程中,模型会达到一个平衡点,生成器输出的图像与真实训练数据使得判别器刚好具有50%的概率判断正确。\n", "\n", "在教程开始前,首先定义一些在整个过程中需要用到的符号:\n", "\n", "- $x$:代表观测图像的数据。\n", "- $z$:代表随机噪声的数据。\n", "- $y=G(x,z)$:生成器网络,给出由观测图像$x$与随机噪声$z$生成的“假”图片,其中$x$来自于训练数据而非生成器。\n", "- $D(x,G(x,z))$:判别器网络,给出图像判定为真实图像的概率,其中$x$来自于训练数据,$G(x,z)$来自于生成器。\n", "\n", "cGAN的目标可以表示为:\n", "\n", "$$L_{cGAN}(G,D)=E_{(x,y)}[log(D(x,y))]+E_{(x,z)}[log(1-D(x,G(x,z)))]$$\n", "\n", "该公式是cGAN的损失函数,`D`想要尽最大努力去正确分类真实图像与“假”图像,也就是使参数$log D(x,y)$最大化;而`G`则尽最大努力用生成的“假”图像$y$欺骗`D`,避免被识破,也就是使参数$log(1−D(G(x,z)))$最小化。cGAN的目标可简化为:\n", "\n", "$$arg\\min_{G}\\max_{D}L_{cGAN}(G,D)$$\n", "\n", "![pix2pix1](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/pix2pix_1.png)\n", "\n", "为了对比cGAN和GAN的不同,我们将GAN的目标也进行了说明:\n", "\n", "$$L_{GAN}(G,D)=E_{y}[log(D(y))]+E_{(x,z)}[log(1-D(x,z))]$$\n", "\n", "从公式可以看出,GAN直接由随机噪声$z$生成“假”图像,不借助观测图像$x$的任何信息。过去的经验告诉我们,GAN与传统损失混合使用是有好处的,判别器的任务不变,依旧是区分真实图像与“假”图像,但是生成器的任务不仅要欺骗判别器,还要在传统损失的基础上接近训练数据。假设cGAN与L1正则化混合使用,那么有:\n", "\n", "$$L_{L1}(G)=E_{(x,y,z)}[||y-G(x,z)||_{1}]$$\n", "\n", "进而得到最终目标:\n", "\n", "$$arg\\min_{G}\\max_{D}L_{cGAN}(G,D)+\\lambda L_{L1}(G)$$\n", "\n", "图像转换问题本质上其实就是像素到像素的映射问题,Pix2Pix使用完全一样的网络结构和目标函数,仅更换不同的训练数据集就能分别实现以上的任务。本任务将借助MindSpore框架来实现Pix2Pix的应用。\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 准备环节\n", "\n", "### 配置环境文件\n", "\n", "本案例在GPU,CPU和Ascend平台的动静态模式都支持。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 准备数据\n", "\n", "在本教程中,我们将使用[指定数据集](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/notebook/models/application/dataset_pix2pix.tar),该数据集是已经经过处理的外墙(facades)数据,可以直接使用mindspore.dataset的方法读取。" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from download import download\n", "\n", "url = \"https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/notebook/models/application/dataset_pix2pix.tar\"\n", "\n", "download(url, \"./dataset\", kind=\"tar\", replace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 数据展示\n", "\n", "调用`Pix2PixDataset`和`create_train_dataset`读取训练集,这里我们直接下载已经处理好的数据集。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from mindspore import dataset as ds\n", "import matplotlib.pyplot as plt\n", "\n", "dataset = ds.MindDataset(\"./dataset/dataset_pix2pix/train.mindrecord\", columns_list=[\"input_images\", \"target_images\"], shuffle=True)\n", "data_iter = next(dataset.create_dict_iterator(output_numpy=True))\n", "# 可视化部分训练数据\n", "plt.figure(figsize=(10, 3), dpi=140)\n", "for i, image in enumerate(data_iter['input_images'][:10], 1):\n", " plt.subplot(3, 10, i)\n", " plt.axis(\"off\")\n", " plt.imshow((image.transpose(1, 2, 0) + 1) / 2)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 创建网络\n", "\n", "当处理完数据后,就可以来进行网络的搭建了。网络搭建将逐一详细讨论生成器、判别器和损失函数。生成器G用到的是U-Net结构,输入的轮廓图$x$编码再解码成真是图片,判别器D用到的是作者自己提出来的条件判别器PatchGAN,判别器D的作用是在轮廓图 $x$的条件下,对于生成的图片$G(x)$判断为假,对于真实判断为真。\n", "\n", "### 生成器G结构\n", "\n", "U-Net是德国Freiburg大学模式识别和图像处理组提出的一种全卷积结构。它分为两个部分,其中左侧是由卷积和降采样操作组成的压缩路径,右侧是由卷积和上采样组成的扩张路径,扩张的每个网络块的输入由上一层上采样的特征和压缩路径部分的特征拼接而成。网络模型整体是一个U形的结构,因此被叫做U-Net。和常见的先降采样到低维度,再升采样到原始分辨率的编解码结构的网络相比,U-Net的区别是加入skip-connection,对应的feature maps和decode之后的同样大小的feature maps按通道拼一起,用来保留不同分辨率下像素级的细节信息。\n", "\n", "![pix2pix2](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/pix2pix_2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 定义UNet Skip Connection Block" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import mindspore\n", "import mindspore.nn as nn\n", "import mindspore.ops as ops\n", "\n", "class UNetSkipConnectionBlock(nn.Cell):\n", " def __init__(self, outer_nc, inner_nc, in_planes=None, dropout=False,\n", " submodule=None, outermost=False, innermost=False, alpha=0.2, norm_mode='batch'):\n", " super(UNetSkipConnectionBlock, self).__init__()\n", " down_norm = nn.BatchNorm2d(inner_nc)\n", " up_norm = nn.BatchNorm2d(outer_nc)\n", " use_bias = False\n", " if norm_mode == 'instance':\n", " down_norm = nn.BatchNorm2d(inner_nc, affine=False)\n", " up_norm = nn.BatchNorm2d(outer_nc, affine=False)\n", " use_bias = True\n", " if in_planes is None:\n", " in_planes = outer_nc\n", " down_conv = nn.Conv2d(in_planes, inner_nc, kernel_size=4,\n", " stride=2, padding=1, has_bias=use_bias, pad_mode='pad')\n", " down_relu = nn.LeakyReLU(alpha)\n", " up_relu = nn.ReLU()\n", " if outermost:\n", " up_conv = nn.Conv2dTranspose(inner_nc * 2, outer_nc,\n", " kernel_size=4, stride=2,\n", " padding=1, pad_mode='pad')\n", " down = [down_conv]\n", " up = [up_relu, up_conv, nn.Tanh()]\n", " model = down + [submodule] + up\n", " elif innermost:\n", " up_conv = nn.Conv2dTranspose(inner_nc, outer_nc,\n", " kernel_size=4, stride=2,\n", " padding=1, has_bias=use_bias, pad_mode='pad')\n", " down = [down_relu, down_conv]\n", " up = [up_relu, up_conv, up_norm]\n", " model = down + up\n", " else:\n", " up_conv = nn.Conv2dTranspose(inner_nc * 2, outer_nc,\n", " kernel_size=4, stride=2,\n", " padding=1, has_bias=use_bias, pad_mode='pad')\n", " down = [down_relu, down_conv, down_norm]\n", " up = [up_relu, up_conv, up_norm]\n", "\n", " model = down + [submodule] + up\n", " if dropout:\n", " model.append(nn.Dropout(p=0.5))\n", " self.model = nn.SequentialCell(model)\n", " self.skip_connections = not outermost\n", "\n", " def construct(self, x):\n", " out = self.model(x)\n", " if self.skip_connections:\n", " out = ops.concat((out, x), axis=1)\n", " return out" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 基于UNet的生成器" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "class UNetGenerator(nn.Cell):\n", " def __init__(self, in_planes, out_planes, ngf=64, n_layers=8, norm_mode='bn', dropout=False):\n", " super(UNetGenerator, self).__init__()\n", " unet_block = UNetSkipConnectionBlock(ngf * 8, ngf * 8, in_planes=None, submodule=None,\n", " norm_mode=norm_mode, innermost=True)\n", " for _ in range(n_layers - 5):\n", " unet_block = UNetSkipConnectionBlock(ngf * 8, ngf * 8, in_planes=None, submodule=unet_block,\n", " norm_mode=norm_mode, dropout=dropout)\n", " unet_block = UNetSkipConnectionBlock(ngf * 4, ngf * 8, in_planes=None, submodule=unet_block,\n", " norm_mode=norm_mode)\n", " unet_block = UNetSkipConnectionBlock(ngf * 2, ngf * 4, in_planes=None, submodule=unet_block,\n", " norm_mode=norm_mode)\n", " unet_block = UNetSkipConnectionBlock(ngf, ngf * 2, in_planes=None, submodule=unet_block,\n", " norm_mode=norm_mode)\n", " self.model = UNetSkipConnectionBlock(out_planes, ngf, in_planes=in_planes, submodule=unet_block,\n", " outermost=True, norm_mode=norm_mode)\n", "\n", " def construct(self, x):\n", " return self.model(x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "原始cGAN的输入是条件x和噪声z两种信息,这里的生成器只使用了条件信息,因此不能生成多样性的结果。因此Pix2Pix在训练和测试时都使用了dropout,这样可以生成多样性的结果。" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 基于PatchGAN的判别器\n", "\n", "判别器使用的PatchGAN结构,可看做卷积。生成的矩阵中的每个点代表原图的一小块区域(patch)。通过矩阵中的各个值来判断原图中对应每个Patch的真假。" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import mindspore.nn as nn\n", "\n", "class ConvNormRelu(nn.Cell):\n", " def __init__(self,\n", " in_planes,\n", " out_planes,\n", " kernel_size=4,\n", " stride=2,\n", " alpha=0.2,\n", " norm_mode='batch',\n", " pad_mode='CONSTANT',\n", " use_relu=True,\n", " padding=None):\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 not padding:\n", " padding = (kernel_size - 1) // 2\n", " if pad_mode == 'CONSTANT':\n", " conv = nn.Conv2d(in_planes, out_planes, kernel_size, stride, pad_mode='pad',\n", " has_bias=has_bias, padding=padding)\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", " conv = nn.Conv2d(in_planes, out_planes, kernel_size, stride, pad_mode='pad', has_bias=has_bias)\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", "class Discriminator(nn.Cell):\n", " def __init__(self, in_planes=3, ndf=64, n_layers=3, alpha=0.2, norm_mode='batch'):\n", " super(Discriminator, self).__init__()\n", " kernel_size = 4\n", " layers = [\n", " nn.Conv2d(in_planes, ndf, kernel_size, 2, pad_mode='pad', padding=1),\n", " nn.LeakyReLU(alpha)\n", " ]\n", " nf_mult = ndf\n", " for i in range(1, n_layers):\n", " nf_mult_prev = nf_mult\n", " nf_mult = min(2 ** i, 8) * ndf\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) * ndf\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))\n", " self.features = nn.SequentialCell(layers)\n", "\n", " def construct(self, x, y):\n", " x_y = ops.concat((x, y), axis=1)\n", " output = self.features(x_y)\n", " return output" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pix2Pix的生成器和判别器初始化\n", "\n", "实例化Pix2Pix生成器和判别器。" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import mindspore.nn as nn\n", "from mindspore.common import initializer as init\n", "\n", "g_in_planes = 3\n", "g_out_planes = 3\n", "g_ngf = 64\n", "g_layers = 8\n", "d_in_planes = 6\n", "d_ndf = 64\n", "d_layers = 3\n", "alpha = 0.2\n", "init_gain = 0.02\n", "init_type = 'normal'\n", "\n", "\n", "net_generator = UNetGenerator(in_planes=g_in_planes, out_planes=g_out_planes,\n", " ngf=g_ngf, n_layers=g_layers)\n", "for _, cell in net_generator.cells_and_names():\n", " if isinstance(cell, (nn.Conv2d, nn.Conv2dTranspose)):\n", " if init_type == 'normal':\n", " cell.weight.set_data(init.initializer(init.Normal(init_gain), cell.weight.shape))\n", " elif init_type == 'xavier':\n", " cell.weight.set_data(init.initializer(init.XavierUniform(init_gain), cell.weight.shape))\n", " elif init_type == 'constant':\n", " cell.weight.set_data(init.initializer(0.001, cell.weight.shape))\n", " else:\n", " raise NotImplementedError('initialization method [%s] is not implemented' % init_type)\n", " elif isinstance(cell, nn.BatchNorm2d):\n", " cell.gamma.set_data(init.initializer('ones', cell.gamma.shape))\n", " cell.beta.set_data(init.initializer('zeros', cell.beta.shape))\n", "\n", "\n", "net_discriminator = Discriminator(in_planes=d_in_planes, ndf=d_ndf,\n", " alpha=alpha, n_layers=d_layers)\n", "for _, cell in net_discriminator.cells_and_names():\n", " if isinstance(cell, (nn.Conv2d, nn.Conv2dTranspose)):\n", " if init_type == 'normal':\n", " cell.weight.set_data(init.initializer(init.Normal(init_gain), cell.weight.shape))\n", " elif init_type == 'xavier':\n", " cell.weight.set_data(init.initializer(init.XavierUniform(init_gain), cell.weight.shape))\n", " elif init_type == 'constant':\n", " cell.weight.set_data(init.initializer(0.001, cell.weight.shape))\n", " else:\n", " raise NotImplementedError('initialization method [%s] is not implemented' % init_type)\n", " elif isinstance(cell, nn.BatchNorm2d):\n", " cell.gamma.set_data(init.initializer('ones', cell.gamma.shape))\n", " cell.beta.set_data(init.initializer('zeros', cell.beta.shape))\n", "\n", "class Pix2Pix(nn.Cell):\n", " \"\"\"Pix2Pix模型网络\"\"\"\n", " def __init__(self, discriminator, generator):\n", " super(Pix2Pix, self).__init__(auto_prefix=True)\n", " self.net_discriminator = discriminator\n", " self.net_generator = generator\n", "\n", " def construct(self, reala):\n", " fakeb = self.net_generator(reala)\n", " return fakeb" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 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。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。训练生成器是希望能产生更好的虚假图像。在这两个部分中,分别获取训练过程中的损失,并在每个周期结束时进行统计。\n", "\n", "下面进行训练:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ms per step:532.31 epoch:1/100 step:0/25 Dloss:0.6940 Gloss:38.1245 \n", "ms per step:304.35 epoch:1/100 step:2/25 Dloss:0.6489 Gloss:39.4826 \n", "ms per step:299.15 epoch:1/100 step:4/25 Dloss:0.5506 Gloss:36.7634 \n", "ms per step:301.06 epoch:1/100 step:6/25 Dloss:1.6741 Gloss:47.7600 \n", "ms per step:299.72 epoch:1/100 step:8/25 Dloss:0.4604 Gloss:39.7121 \n", "...... ...... \n", "ms per step:290.44 epoch:100/100 step:16/25 Dloss:0.6009 Gloss:9.1915 \n", "ms per step:289.95 epoch:100/100 step:18/25 Dloss:0.4617 Gloss:9.8740 \n", "ms per step:290.24 epoch:100/100 step:20/25 Dloss:0.4402 Gloss:8.2490 \n", "ms per step:287.70 epoch:100/100 step:22/25 Dloss:0.3814 Gloss:9.3652 \n", "ms per step:289.41 epoch:100/100 step:24/25 Dloss:0.4199 Gloss:9.2418 \n" ] } ], "source": [ "import numpy as np\n", "import os\n", "import datetime\n", "from mindspore import value_and_grad, Tensor\n", "\n", "epoch_num = 100\n", "ckpt_dir = \"results/ckpt\"\n", "dataset_size = 400\n", "val_pic_size = 256\n", "lr = 0.0002\n", "n_epochs = 100\n", "n_epochs_decay = 100\n", "\n", "def get_lr():\n", " lrs = [lr] * dataset_size * n_epochs\n", " lr_epoch = 0\n", " for epoch in range(n_epochs_decay):\n", " lr_epoch = lr * (n_epochs_decay - epoch) / n_epochs_decay\n", " lrs += [lr_epoch] * dataset_size\n", " lrs += [lr_epoch] * dataset_size * (epoch_num - n_epochs_decay - n_epochs)\n", " return Tensor(np.array(lrs).astype(np.float32))\n", "\n", "dataset = ds.MindDataset(\"./dataset/dataset_pix2pix/train.mindrecord\", columns_list=[\"input_images\", \"target_images\"], shuffle=True, num_parallel_workers=16)\n", "steps_per_epoch = dataset.get_dataset_size()\n", "loss_f = nn.BCEWithLogitsLoss()\n", "l1_loss = nn.L1Loss()\n", "\n", "def forword_dis(reala, realb):\n", " lambda_dis = 0.5\n", " fakeb = net_generator(reala)\n", " pred0 = net_discriminator(reala, fakeb)\n", " pred1 = net_discriminator(reala, realb)\n", " loss_d = loss_f(pred1, ops.ones_like(pred1)) + loss_f(pred0, ops.zeros_like(pred0))\n", " loss_dis = loss_d * lambda_dis\n", " return loss_dis\n", "\n", "def forword_gan(reala, realb):\n", " lambda_gan = 0.5\n", " lambda_l1 = 100\n", " fakeb = net_generator(reala)\n", " pred0 = net_discriminator(reala, fakeb)\n", " loss_1 = loss_f(pred0, ops.ones_like(pred0))\n", " loss_2 = l1_loss(fakeb, realb)\n", " loss_gan = loss_1 * lambda_gan + loss_2 * lambda_l1\n", " return loss_gan\n", "\n", "d_opt = nn.Adam(net_discriminator.trainable_params(), learning_rate=get_lr(),\n", " beta1=0.5, beta2=0.999, loss_scale=1)\n", "g_opt = nn.Adam(net_generator.trainable_params(), learning_rate=get_lr(),\n", " beta1=0.5, beta2=0.999, loss_scale=1)\n", "\n", "grad_d = value_and_grad(forword_dis, None, net_discriminator.trainable_params())\n", "grad_g = value_and_grad(forword_gan, None, net_generator.trainable_params())\n", "\n", "def train_step(reala, realb):\n", " loss_dis, d_grads = grad_d(reala, realb)\n", " loss_gan, g_grads = grad_g(reala, realb)\n", " d_opt(d_grads)\n", " g_opt(g_grads)\n", " return loss_dis, loss_gan\n", "\n", "if not os.path.isdir(ckpt_dir):\n", " os.makedirs(ckpt_dir)\n", "\n", "g_losses = []\n", "d_losses = []\n", "data_loader = dataset.create_dict_iterator(output_numpy=True, num_epochs=epoch_num)\n", "\n", "for epoch in range(epoch_num):\n", " for i, data in enumerate(data_loader):\n", " start_time = datetime.datetime.now()\n", " input_image = Tensor(data[\"input_images\"])\n", " target_image = Tensor(data[\"target_images\"])\n", " dis_loss, gen_loss = train_step(input_image, target_image)\n", " end_time = datetime.datetime.now()\n", " delta = (end_time - start_time).microseconds\n", " if i % 2 == 0:\n", " print(\"ms per step:{:.2f} epoch:{}/{} step:{}/{} Dloss:{:.4f} Gloss:{:.4f} \".format((delta / 1000), (epoch + 1), (epoch_num), i, steps_per_epoch, float(dis_loss), float(gen_loss)))\n", " d_losses.append(dis_loss.asnumpy())\n", " g_losses.append(gen_loss.asnumpy())\n", " if (epoch + 1) == epoch_num:\n", " mindspore.save_checkpoint(net_generator, ckpt_dir + \"Generator.ckpt\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 推理\n", "\n", "获取上述训练过程完成后的ckpt文件,通过load_checkpoint和load_param_into_net将ckpt中的权重参数导入到模型中,获取数据进行推理并对推理的效果图进行演示(由于时间问题,训练过程只进行了100个epoch)。" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from mindspore import load_checkpoint, load_param_into_net\n", "\n", "param_g = load_checkpoint(ckpt_dir + \"Generator.ckpt\")\n", "load_param_into_net(net_generator, param_g)\n", "dataset = ds.MindDataset(\"./dataset/dataset_pix2pix/train.mindrecord\", columns_list=[\"input_images\", \"target_images\"], shuffle=True)\n", "data_iter = next(dataset.create_dict_iterator())\n", "predict_show = net_generator(data_iter[\"input_images\"])\n", "plt.figure(figsize=(10, 3), dpi=140)\n", "for i in range(10):\n", " plt.subplot(2, 10, i + 1)\n", " plt.imshow((data_iter[\"input_images\"][i].asnumpy().transpose(1, 2, 0) + 1) / 2)\n", " plt.axis(\"off\")\n", " plt.subplots_adjust(wspace=0.05, hspace=0.02)\n", " plt.subplot(2, 10, i + 11)\n", " plt.imshow((predict_show[i].asnumpy().transpose(1, 2, 0) + 1) / 2)\n", " plt.axis(\"off\")\n", " plt.subplots_adjust(wspace=0.05, hspace=0.02)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "各数据集分别推理的效果如下" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![pix2pix3](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com/website-images/master/tutorials/application/source_zh_cn/generative/images/pix2pix_3.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 引用\n", "\n", "[1] Phillip Isola,Jun-Yan Zhu,Tinghui Zhou,Alexei A. Efros. Image-to-Image Translation with Conditional Adversarial Networks.[J]. CoRR,2016,abs/1611.07004." ] } ], "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": "3.9.13" }, "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": {}, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }