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.

如果您想將其用于課程或書籍，則獲取帶有圖像的數據集并不容易。 是的，有很多帶有圖像的數據集，但是很少有適合商業或教育用途的數據集。

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.

為了解決這個問題，我決定收集衣服數據集。 所有圖片將在CC0許可證下共享。 這意味著任何人都可以出于任何目的使用此數據。

For example:

例如：

• Creating a tutorial or a course (free or paid)
  創建教程或課程(免費或付費)
• Writing a book
  寫書
• Kaggle competitions (as an external dataset)
  Kaggle競賽(作為外部數據集)
• Training an internal model at any company
  在任何公司培訓內部模型

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

我已經收集了1000多張照片，但是要單獨完成并不容易。 我需要你的幫助。

我該如何幫忙？ (How can I help?)

There are many ways you can help.

您可以通過多種方式提供幫助。

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

散布關于它的話 。 在社交媒體上分享，并將其發送給您的同事和朋友。

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.

上載您的圖片。 如果不想翻遍整個衣櫥，為每件照片拍照-沒關系。 甚至一張圖像也是有幫助的。 也許附近有一件T恤，牛仔褲或鞋子？ 拍照并使用此表格上傳。 有關如何拍照的詳細信息，請參見下一部分。

The form works on mobile too!

該表格也可以在移動設備上使用！

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:

一次上傳許多圖片。 如果您有多個圖像，則使用前一個表格不方便。 還有其他選擇：

• 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。 該應用程序可以自動同步所有圖像。 只需將衣服圖片移到單獨的相冊中并共享鏈接即可。
• Dropbox, Google Drive, Yandex Disk, or any similar cloud storage. Upload a folder or a zip archive and share the link.
  Dropbox，Google云端硬盤，Yandex磁盤或任何類似的云存儲。 上載文件夾或zip存檔并共享鏈接。

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

  WeTransfer.com 。 您可以使用它上傳最大2GB的文件而無需注冊。

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

有了鏈接后，請使用其他表單提交它：

圖片 (Images)

There are the following categories of clothes:

有以下幾類衣服：

• T-shirts
  T恤衫
• Long sleeves, sweaters, hoodies
  長袖，毛衣，連帽衫
• Shirts
  上衣
• Jeans, pants, shorts
  牛仔褲，褲子，短褲
• Dresses, skirts
  連衣裙，裙子
• Shoes
  鞋類
• Jackets, coats
  外套，大衣
• Hats
  禮帽
• Clothes for kids
  孩子們的衣服

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

要拍照，請將物品放在地板或床上：

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

可以掛衣服的圖片很好，但是請確保物品可見：

The item shouldn’t be crumpled or packed:

該物品不應該被弄皺或包裝：

The background should be contrasting enough to see the item:

背景的對比度應足以看到該項目：

An image should contain only one item:

圖像應僅包含一項：

And there should be no people:

而且應該沒有人：

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

如果您不確定某件事，請分享一下，我會解決的。

我怎么知道什么時候數據準備好了？ (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.

當我收集到足夠的圖片時，將對其進行批注并將結果上傳到Kaggle。 如果您在共享圖像時提供了電子郵件，則在發生這種情況時會通知您。

I will also post in other places:

我還將在其他地方發布：

• Data Science Insider on Medium

  數據科學內幕

• My Twitter account: @Al_Grigor

  我的Twitter帳戶： @Al_Grigor

• My LinkedIn account: agrigorev

  我的LinkedIn帳戶： 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張圖片，需要您的幫助！

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

  立即上傳一些圖片： https ： //airtable.com/shr7Go5VUAGKRx2sW

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

  稍后批量上傳更多圖像： https : //airtable.com/shrJHj9bxUuQQaWNR