imgcook / pipcook-plugin-image-classification-collector

Pipcook plugin for image classification data collection.

@pipcook/plugins-image-classification-data-collect

Description

This plugin is used to collect image classification dataset. Notice that the url given by this plugin should be a zip file. The contents inside this zip file should have following structure:

• train
  • [category1]
    • [pic1.jpg/png]
    • [pic2.jpg/png]
    • ...
  • [category2]
  • ....
• validation*
  • [category1]
    • [pic1.jpg/png]
    • [pic2.jpg/png]
    • ...
  • [category2]
  • ....
• test*
  • [category1]
    • [pic1.jpg/png]
    • [pic2.jpg/png]
    • ...
  • [category2]
  • ....

* means optional. [category] should be replaced by your category. You should put all your images of this category into specific category folder.

Required Parameters

Parameter	Type	Description
url	string	Url or path of your zip file. If it's a local file, add prefix file://

Optional Parameters

Parameter	Type	Default Value	Description

Example

"dataCollect": {
  "package": "@pipcook/plugins-image-classification-data-collect",
  "params": {
    "url": "http://ai-sample.oss-cn-hangzhou.aliyuncs.com/image_classification/datasets/eCommerceImageClassification.zip"
  }
},