Getting a dataset with images is not easy if you want to use it for a course or a book. Yes, there are many datasets with images, but few of them are suitable for commercial or educational use.

如果您想将其用于课程或书籍，则获取带有图像的数据集并不容易。 是的，有很多带有图像的数据集，但是很少有适合商业或教育用途的数据集。

To solve this issue, I decided to collect a dataset with clothing. All the pictures will be shared under the CC0 license. This means that anyone can use this data for any purpose.

为了解决这个问题，我决定收集衣服数据集。 所有图片将在CC0许可证下共享。 这意味着任何人都可以出于任何目的使用此数据。

For example:

例如：

• Creating a tutorial or a course (free or paid)
  创建教程或课程(免费或付费)
• Writing a book
  写书
• Kaggle competitions (as an external dataset)
  Kaggle竞赛(作为外部数据集)
• Training an internal model at any company
  在任何公司培训内部模型

I already collected more than 1,000 pictures, but it’s not easy to do alone. I need your help.

我已经收集了1000多张照片，但是要单独完成并不容易。 我需要你的帮助。

我该如何帮忙？ (How can I help?)

There are many ways you can help.

您可以通过多种方式提供帮助。

Spread the word about it. Share it on social media, send it to your colleagues and friends.

散布关于它的话 。 在社交媒体上分享，并将其发送给您的同事和朋友。

Upload your pictures. If don’t want to go through your entire wardrobe and take a picture of every item — it’s okay. Even one image is helpful. Perhaps there’s a t-shirt nearby, jeans, or shoes? Take a picture and upload it using this form. See the next section for details on how to take pictures.

上载您的图片。 如果不想翻遍整个衣橱，为每件照片拍照-没关系。 甚至一张图像也是有帮助的。 也许附近有一件T恤，牛仔裤或鞋子？ 拍照并使用此表格上传。 有关如何拍照的详细信息，请参见下一部分。

The form works on mobile too!

该表格也可以在移动设备上使用！

Upload many pictures at once. If you have more than a couple of images, using the previous form is not convenient. There are other options:

一次上传许多图片。 如果您有多个图像，则使用前一个表格不方便。 还有其他选择：

• Google Photos. The app can automatically synchronize all your images. Just move the pictures of clothes to a separate album and share the link.
  Google相簿。 该应用程序可以自动同步所有图像。 只需将衣服图片移到单独的相册中并共享链接即可。
• Dropbox, Google Drive, Yandex Disk, or any similar cloud storage. Upload a folder or a zip archive and share the link.
  Dropbox，Google云端硬盘，Yandex磁盘或任何类似的云存储。 上载文件夹或zip存档并共享链接。

• WeTransfer.com. You can use it to upload files up to 2GB without registering.

  WeTransfer.com 。 您可以使用它上传最大2GB的文件而无需注册。

Once you have a link, use another form to submit it:

有了链接后，请使用其他表单提交它：

图片 (Images)

There are the following categories of clothes:

有以下几类衣服：

• T-shirts
  T恤衫
• Long sleeves, sweaters, hoodies
  长袖，毛衣，连帽衫
• Shirts
  上衣
• Jeans, pants, shorts
  牛仔裤，裤子，短裤
• Dresses, skirts
  连衣裙，裙子
• Shoes
  鞋类
• Jackets, coats
  外套，大衣
• Hats
  礼帽
• Clothes for kids
  孩子们的衣服

To make a picture, put the item on a floor or a bed:

要拍照，请将物品放在地板或床上：

Pictures of hanging clothes are fine, but make sure the item is visible:

可以挂衣服的图片很好，但是请确保物品可见：

The item shouldn’t be crumpled or packed:

该物品不应该被弄皱或包装：

The background should be contrasting enough to see the item:

背景的对比度应足以看到该项目：

An image should contain only one item:

图像应仅包含一项：

And there should be no people:

而且应该没有人：

If you’re not sure about something, just share it, and I’ll figure it out.

如果您不确定某件事，请分享一下，我会解决的。

我怎么知道什么时候数据准备好了？ (How can I know when the data is ready?)

When I collect enough pictures, I’ll annotate them and upload the result to Kaggle. If you provide your email when sharing images, I’ll inform you when it happens.

当我收集到足够的图片时，将对其进行批注并将结果上传到Kaggle。 如果您在共享图像时提供了电子邮件，则在发生这种情况时会通知您。

I will also post in other places:

我还将在其他地方发布：

• Data Science Insider on Medium

  数据科学内幕

• My Twitter account: @Al_Grigor

  我的Twitter帐户： @Al_Grigor

• My LinkedIn account: agrigorev

  我的LinkedIn帐户： agrigorev

• The #datasets channel in ods.ai

  在#datasets通道ods.ai

• The /r/datasets/ subreddit

  / r / datasets / subreddit

I’d like to collect 10,000 images and I need your help!

我想收集10,000张图片，需要您的帮助！

• Upload a few images right now: https://airtable.com/shr7Go5VUAGKRx2sW

  立即上传一些图片： https ： //airtable.com/shr7Go5VUAGKRx2sW

• Batch-upload more images later: https://airtable.com/shrJHj9bxUuQQaWNR

  稍后批量上传更多图像： https : //airtable.com/shrJHj9bxUuQQaWNR