首页 \ 问答 \ MNIST数据集中的图像如何转换?(How are images in MNIST dataset transformed?)

MNIST数据集中的图像如何转换?(How are images in MNIST dataset transformed?)

cnn_mnist.py示例中,脚本从加载列车和测试数据开始,如您可以从第120124行看到的那样。 当我打印print(train_data.shape) ,我得到print(train_data.shape) (55000, 784) 。 因此,我解释了这里的火车集有55000尺寸为784图像。 我的问题是:维度是如何生成的? 是通过将MNIST数据集中的每个图像转换为一维矢量? 我想理解这一点,因为我想用我自己收集的我收集的手写图像来提供此脚本。

谢谢


In the cnn_mnist.py example, the script starts by loading the train and test data as you can see from lines 120 to 124. When I print print(train_data.shape), I get (55000, 784). Thus, I interpreted the train set here having 55000 images each of dimension=784. My question is: How is the dimension generated? Is it by transforming each image in MNIST dataset into 1D vector? I want to understand this point because I want to feed this script with my own collection of handwriting images I collected.

Thank you


原文:https://stackoverflow.com/questions/50733342
更新时间:2021-12-10 17:12

最满意答案

1)转到https://github.com/almasaeed2010/AdminLTE/releases并下载最新版本。

2)在vendor路径中创建文件夹bower 。 在bower再次创建新的文件夹admin-lte

3)从第一步解压缩到/vendor/bower/admin-lte

4)更改您的AppAsset (它位于backend/assets文件夹中)并添加以下代码:

class AppAsset extends AssetBundle
{
    public $sourcePath = '@bower/';
    public $css = ['admin-lte/dist/css/AdminLTE.css'];
    public $js = ['admin-lte/dist/js/AdminLTE/app.js'];
    public $depends = [
        'yii\web\YiiAsset',
        'yii\bootstrap\BootstrapAsset',
        'yii\bootstrap\BootstrapPluginAsset',
    ];
}

1) Go to https://github.com/almasaeed2010/AdminLTE/releases and download last version.

2) Create folder bower in vendor path. And in bower create new folder admin-lte again.

3) Extract archive from first step to /vendor/bower/admin-lte.

4) Change your AppAsset (it is location in backend/assets folder) and add this code:

class AppAsset extends AssetBundle
{
    public $sourcePath = '@bower/';
    public $css = ['admin-lte/dist/css/AdminLTE.css'];
    public $js = ['admin-lte/dist/js/AdminLTE/app.js'];
    public $depends = [
        'yii\web\YiiAsset',
        'yii\bootstrap\BootstrapAsset',
        'yii\bootstrap\BootstrapPluginAsset',
    ];
}

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