{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "38b0bb7a", "metadata": {}, "outputs": [], "source": [ "import old_datasets as dataset_F" ] }, { "cell_type": "code", "execution_count": 2, "id": "8e7bdbd8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "begin load data\n", "need time: 0.42204737663269043\n", "train data nums: 8018\n", "val data nums: 2579\n", "MAIN: train set num: 8018, val set num: 2579\n" ] } ], "source": [ "xlsx_files = [\"E:/Datasets/SparseFocusDataset/complete_image/complete_image/excel/02/224_dataset_little.xlsx\"]\n", "\n", "train_image_path_list, train_defocus_distance_list, val_image_path_list, val_defocus_distance_list = \\\n", " dataset_F.get_DPNet_train_data_and_label(root_path_list=xlsx_files)\n", "\n", "print(f\"MAIN: train set num: {len(train_image_path_list)}, val set num: {len(val_image_path_list)}\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "44dce6e6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(['E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-10500.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-13000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-15000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-17500.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-2000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-22000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-24500.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-4000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-6000.jpg',\n", " 'E:/Datasets/SparseFocusDataset/224_image\\\\cell/cell_sample_61/field9\\\\0_0\\\\-8500.jpg'],\n", " [-10.5, -13.0, -15.0, -17.5, -2.0, -22.0, -24.5, -4.0, -6.0, -8.5])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "train_image_path_list[:10], train_defocus_distance_list[:10]" ] }, { "cell_type": "code", "execution_count": 4, "id": "788866de", "metadata": {}, "outputs": [], "source": [ "train_image_path_list, train_patch_effective_list = dataset_F.get_RINet_data('E:/Datasets/SparseFocusDataset/complete_image/complete_image/excel/02/new_classification_dataset.xlsx', 'train')\n", "val_image_path_list, val_patch_effective_list = dataset_F.get_RINet_data('E:/Datasets/SparseFocusDataset/complete_image/complete_image/excel/02/new_classification_dataset.xlsx', 'val')" ] }, { "cell_type": "code", "execution_count": 5, "id": "91a6c1f6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(30930, 4337)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(train_image_path_list), len(val_image_path_list)" ] }, { "cell_type": "code", "execution_count": 6, "id": "c6290551", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "E:/Datasets/SparseFocusDataset/complete_image/complete_image/90_patch_dataset_lap_hsv\\tissue\\l\\tissue_sample_64\\field10\\4500.jpg\n", "[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1]\n", "81\n", "[[0 0 0 0 0 0 0 0 0]\n", " [0 0 0 0 0 0 0 0 0]\n", " [0 0 0 0 0 0 0 0 1]\n", " [0 0 0 0 0 0 0 1 1]\n", " [0 0 0 0 0 0 1 1 1]\n", " [0 0 0 0 0 0 1 1 1]\n", " [0 0 0 0 0 0 1 1 1]\n", " [0 0 0 0 0 1 1 1 1]\n", " [0 0 0 0 0 1 1 1 1]]\n", "(9, 9)\n" ] } ], "source": [ "import numpy as np\n", "\n", "idx = 25565\n", "\n", "print(train_image_path_list[idx])\n", "print(train_patch_effective_list[idx])\n", "print(len(train_patch_effective_list[idx]))\n", "\n", "arr = np.array(train_patch_effective_list[idx]).reshape(9, 9)\n", "print(arr)\n", "print(arr.shape)" ] }, { "cell_type": "code", "execution_count": 7, "id": "379c7f97", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "from PIL import Image\n", "\n", "image = Image.open(train_image_path_list[idx]).convert(\"RGB\")\n", "\n", "plt.imshow(image)\n", "plt.axis(\"off\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "47c6e5ef", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", " 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0,\n", " 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 1,\n", " 0, 0, 0, 0, 0, 1, 1, 1, 1])" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import torch\n", "\n", "label_tensor = torch.as_tensor(train_patch_effective_list[idx])\n", "label_tensor" ] }, { "cell_type": "code", "execution_count": 10, "id": "2ac2c337", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[0, 0, 0, 0, 0, 0, 0, 0, 0],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 0],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 1],\n", " [0, 0, 0, 0, 0, 0, 0, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 1, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 1, 1, 1, 1]])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "label_tensor = label_tensor.reshape(9, 9)\n", "label_tensor" ] }, { "cell_type": "code", "execution_count": 14, "id": "48c651a9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[1, 1, 1, 1, 0, 0, 0, 0, 0],\n", " [1, 1, 1, 1, 0, 0, 0, 0, 0],\n", " [1, 1, 1, 0, 0, 0, 0, 0, 0],\n", " [1, 1, 1, 0, 0, 0, 0, 0, 0],\n", " [1, 1, 1, 0, 0, 0, 0, 0, 0],\n", " [1, 1, 0, 0, 0, 0, 0, 0, 0],\n", " [1, 0, 0, 0, 0, 0, 0, 0, 0],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 0],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 0]])" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "torch.rot90(label_tensor, k=2, dims=(0, 1))" ] }, { "cell_type": "code", "execution_count": 16, "id": "91dc2a70", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "tensor([[0, 0, 0, 0, 0, 1, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 1, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 1, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 0, 1, 1],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 1],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 0],\n", " [0, 0, 0, 0, 0, 0, 0, 0, 0]])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "torch.flip(label_tensor, dims=(0,))" ] }, { "cell_type": "markdown", "id": "06387a26", "metadata": {}, "source": [ "---\n", "分割线" ] }, { "cell_type": "markdown", "id": "6b2d74f4", "metadata": {}, "source": [ "prompt:\n", "经过刚刚的代码实验,我已经基本了解 rot90 和 flip 的作用了,既然如此我想开始进一步改造 dataset 相关代码。\n", "但暂时还不动获取图像路径与标签对的函数,也即暂时还使用原来的函数获取 image_path_list 和 label_list。\n", "不过继承自 Dataset 的部分代码要进行修改,特别是要区分 RIN_Dataset 和 DPN_Dataset 两个类。\n", "目前只考虑 RIN_Dataset,这里需要考虑的就是刚刚说的同步增强,也即随机旋转和随机翻转;\n", "旋转上以 k 参数考虑有 4 中状态,翻转的可能也有三种状态(都应该包括没旋转或没翻转的状态)。\n", "请给出示例代码,一般这种情况下别的代码是如何实现的呢?" ] }, { "cell_type": "code", "execution_count": 17, "id": "a05d6281", "metadata": {}, "outputs": [], "source": [ "import random\n", "import torch\n", "from torch.utils.data import Dataset\n", "from PIL import Image\n", "from torchvision.transforms import functional as F" ] }, { "cell_type": "code", "execution_count": 18, "id": "557286cf", "metadata": {}, "outputs": [], "source": [ "class RINPairTransform:\n", " def __init__(self, train=True, image_size=512):\n", " self.train = train\n", " self.image_size = image_size\n", "\n", " def __call__(self, image, label):\n", " # 1. 图像缩放到 RIN 输入尺寸\n", " image = F.resize(image, size=(self.image_size, self.image_size))\n", "\n", " # 2. label 转成 9x9 Tensor\n", " label = torch.as_tensor(label, dtype=torch.float32).view(9, 9)\n", "\n", " if self.train:\n", " # D4 数据增强\n", " # 随机 90 度旋转\n", " k = random.randint(0, 3)\n", "\n", " if k == 1:\n", " image = image.transpose(Image.Transpose.ROTATE_90)\n", " label = torch.rot90(label, k=1, dims=(0, 1))\n", "\n", " elif k == 2:\n", " image = image.transpose(Image.Transpose.ROTATE_180)\n", " label = torch.rot90(label, k=2, dims=(0, 1))\n", "\n", " elif k == 3:\n", " image = image.transpose(Image.Transpose.ROTATE_270)\n", " label = torch.rot90(label, k=3, dims=(0, 1))\n", "\n", " # 随机翻转\n", " if random.random() < 0.5:\n", " image = F.hflip(image)\n", " label = torch.flip(label, dims=(1,))\n", "\n", " # 3. PIL Image 转 Tensor\n", " image = F.to_tensor(image)\n", "\n", " return image, label" ] }, { "cell_type": "code", "execution_count": 19, "id": "5dc807f2", "metadata": {}, "outputs": [], "source": [ "class RIN_Dataset(Dataset):\n", " def __init__(self, image_path_list, label_list, transform=None):\n", " self.image_path_list = image_path_list\n", " self.label_list = label_list\n", " self.transform = transform\n", "\n", " def __len__(self):\n", " return len(self.image_path_list)\n", "\n", " def __getitem__(self, index):\n", " image_path = self.image_path_list[index]\n", " label = self.label_list[index]\n", "\n", " image = Image.open(image_path).convert(\"RGB\")\n", "\n", " if self.transform is not None:\n", " image, label = self.transform(image, label)\n", " else:\n", " image = F.resize(image, size=(512, 512))\n", " image = F.to_tensor(image)\n", " label = torch.as_tensor(label, dtype=torch.float32).view(9, 9)\n", "\n", " return image, label" ] }, { "cell_type": "code", "execution_count": null, "id": "cef13c8b", "metadata": {}, "outputs": [], "source": [ "train_transform = RINPairTransform(train=True, image_size=512)\n", "valid_transform = RINPairTransform(train=False, image_size=512)\n", "\n", "train_dataset = RIN_Dataset(\n", " image_path_list=train_image_path_list,\n", " label_list=train_patch_effective_list,\n", " transform=train_transform,\n", ")" ] }, { "cell_type": "code", "execution_count": 31, "id": "bf2331be", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "tensor([[0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 1., 0.],\n", " [0., 0., 0., 0., 1., 0., 0., 0., 0.],\n", " [1., 1., 0., 0., 0., 0., 0., 0., 0.],\n", " [1., 1., 0., 0., 1., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0.],\n", " [0., 0., 0., 0., 0., 0., 0., 0., 0.]])" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# SEED = 58\n", "SEED = 43\n", "random.seed(SEED)\n", "\n", "IDX = 666\n", "image, label = train_dataset[IDX]\n", "\n", "plt.imshow(image.permute(1, 2, 0))\n", "plt.axis(\"off\")\n", "plt.show()\n", "\n", "label" ] }, { "cell_type": "code", "execution_count": 12, "id": "abbcfbd5", "metadata": {}, "outputs": [], "source": [ "import torch\n", "import torch.nn as nn\n", "import torch.nn.functional as F\n", "\n", "# REVIEW:\n", "# 该文件实现了 RINet,也就是测试阶段用于挑选“有效 patch”的前置分类网络。\n", "# 它输出的是固定网格位置上的置信度,而不是 defocus 数值,因此本质上是一个 patch 选择器。\n", "#\n", "# REVIEW:\n", "# 从模型规模看,它采用了 MobileNetV3 Small 风格设计,符合“先做快速筛选,再做精细回归”的工程思路。\n", "\n", "# Define Hswish activation function\n", "def Hswish(x,inplace=True):\n", " return x * F.relu6(x + 3., inplace=inplace) / 6.\n", "# Define Hsigmoid activation function\n", "def Hsigmoid(x,inplace=True):\n", " return F.relu6(x + 3., inplace=inplace) / 6.\n", "nums = 0\n", "\n", "# Squeeze-And-Excite module\n", "class SEModule(nn.Module):\n", " # REVIEW:\n", " # 标准 SE 模块,用于通道重标定。这个实现本身比较常规。\n", " def __init__(self, channel, reduction=4):\n", " super(SEModule, self).__init__()\n", " self.avg_pool = nn.AdaptiveAvgPool2d(1)\n", " self.se = nn.Sequential(\n", " nn.Linear(channel, channel // reduction, bias=False),\n", " nn.ReLU(inplace=True),\n", " nn.Linear(channel // reduction, channel, bias=False),\n", " )\n", "\n", " def forward(self, x):\n", " b, c, _, _ = x.size()\n", " y=self.avg_pool(x).view(b, c)\n", " y=self.se(y)\n", " y = Hsigmoid(y).view(b, c, 1, 1)\n", " return x * y.expand_as(x)\n", "\n", "# Bottleneck block used in MobileNetV3\n", "class Bottleneck(nn.Module):\n", " # REVIEW:\n", " # MobileNetV3 风格 bottleneck,承担主体特征提取。\n", " # 参数 se='True' 虽然能工作,但从接口设计上更推荐使用布尔值 True/False。\n", " def __init__(self,in_channels,out_channels,kernel_size,exp_channels,stride,se='True',nl='HS'):\n", " super(Bottleneck, self).__init__()\n", " padding = (kernel_size - 1) // 2\n", " if nl == 'RE':\n", " self.nlin_layer = F.relu6\n", " elif nl == 'HS':\n", " self.nlin_layer = Hswish\n", " self.stride=stride\n", " if se:\n", " self.se=SEModule(exp_channels)\n", " else:\n", " self.se=None\n", " self.conv1=nn.Conv2d(in_channels,exp_channels,kernel_size=1,stride=1,padding=0,bias=False)\n", " self.bn1 = nn.BatchNorm2d(exp_channels)\n", " self.conv2=nn.Conv2d(exp_channels,exp_channels,kernel_size=kernel_size,stride=stride,\n", " padding=padding,groups=exp_channels,bias=False)\n", " self.bn2=nn.BatchNorm2d(exp_channels)\n", " self.conv3=nn.Conv2d(exp_channels,out_channels,kernel_size=1,stride=1,padding=0,bias=False)\n", " self.bn3=nn.BatchNorm2d(out_channels)\n", " self.shortcut = nn.Sequential()\n", " if stride == 1 and in_channels != out_channels:\n", " self.shortcut = nn.Sequential(\n", " nn.Conv2d(in_channels, out_channels, kernel_size=1, stride=1, padding=0, bias=False),\n", " nn.BatchNorm2d(out_channels)\n", " )\n", "\n", " def forward(self,x):\n", " out=self.nlin_layer(self.bn1(self.conv1(x)))\n", " if self.se is not None:\n", " out=self.bn2(self.conv2(out))\n", " out=self.nlin_layer(self.se(out))\n", " else:\n", " out = self.nlin_layer(self.bn2(self.conv2(out)))\n", " out = self.bn3(self.conv3(out))\n", " out = out + self.shortcut(x) if self.stride == 1 else out\n", " return out\n", "\n", "\n", "# MobileNetV3 Small architecture\n", "class MobileNetV3_small(nn.Module):\n", " # REVIEW:\n", " # 这是 RINet 主体。模型最终将输出 reshape 成一维向量,与 9x9 patch 网格一一对应。\n", " cfg = [\n", " (16, 3, 16, 2,True,'RE'),\n", " (24, 3, 72, 2,False,'RE'),\n", " (24, 3, 88, 1,False,'RE'),\n", " (40, 5, 96, 2,True,'HS'),\n", " (40, 5, 240, 1,True,'HS'),\n", " (40, 5, 240,1,True,'HS'),\n", " (48, 5, 120,1,True,'HS'),\n", " (48, 5, 144,1,True,'HS'),\n", " (96, 5, 288,2,True,'HS'),\n", " (96, 5, 576,1,True,'HS'),\n", " (96, 5, 576,1,True,'HS')\n", " ]\n", " def __init__(self,num_classes=10):\n", " super(MobileNetV3_small,self).__init__()\n", " self.conv1=nn.Conv2d(3,16,3,2,padding=1,bias=False)\n", " self.bn1=nn.BatchNorm2d(16)\n", " self.layers = self._make_layers(in_channels=16)\n", " self.conv2=nn.Conv2d(96,576,1,stride=1,bias=False)\n", " self.bn2=nn.BatchNorm2d(576)\n", " self.pool = nn.AvgPool2d(7, stride=1)\n", " self.conv3 = nn.Conv2d(576, 96, 2, 1, bias=True)\n", " self.act1 = nn.ReLU()\n", " self.conv4=nn.Conv2d(96,1,1,stride=1,padding=0,bias=True)\n", " self.act2 = nn.Sigmoid()\n", " # REVIEW:\n", " # 输出端使用 Sigmoid,训练脚本配套 BCELoss。实验上可行,但数值稳定性不是最优配置。\n", "\n", " def _make_layers(self,in_channels):\n", " layers=[]\n", " for out_channels,kernel_size,exp_channels,stride,se,nl in self.cfg:\n", " layers.append(\n", " Bottleneck(in_channels,out_channels,kernel_size,exp_channels,stride,se,nl)\n", " )\n", " in_channels=out_channels\n", " return nn.Sequential(*layers)\n", "\n", " def forward(self,x):\n", " out=Hswish(self.bn1(self.conv1(x)))\n", " out=self.layers(out)\n", " out=self.bn2(self.conv2(out))\n", " # REVIEW:\n", " # 这里在 forward 里临时创建 SEModule 并强制放到 CUDA,是本仓库最显著的实现风险之一:\n", " # 参数不会作为固定模块被规范注册,且每次前向都会重复创建新对象。\n", " print(out.size(1))\n", " se=SEModule(out.size(1))\n", " out=Hswish(se(out))\n", " out = self.pool(out)\n", " out = Hswish(self.conv3(out))\n", " out = self.act1(out)\n", " out = self.conv4(out)\n", " out = self.act2(out)\n", " # output_weight = out.reshape([-1])\n", " # REVIEW:\n", " # 拉平成一维后,输出长度与测试脚本中的 top-k patch 选择逻辑直接耦合。\n", " return out.squeeze(1)\n", "\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "d6c1e2c5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "576\n" ] }, { "data": { "text/plain": [ "torch.Size([7, 9, 9])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test_model = MobileNetV3_small()\n", "test_model.eval()\n", "\n", "dummy_input = torch.randn(7, 3, 512, 512)\n", "dummy_output = test_model(dummy_input)\n", "dummy_output.shape" ] } ], "metadata": { "kernelspec": { "display_name": "multiobjectives", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.5" } }, "nbformat": 4, "nbformat_minor": 5 }