cancel
Showing results for 
Search instead for 
Did you mean: 

I want to manually label data points of an image dataset

subhadip
Blue LED

I would like to know that how to manually label a data point or put it in different taxonomy so that I can tell the system to predict as per my labeling, specifically for an image dataset? 

 

How and where I can do that? Kindly assist on the same.

 

Thank you

2 Replies
subhadip
Blue LED

I am waiting for a reply from your forum

0 Kudos
a_shoop
DataRobot Employee
DataRobot Employee

Hi @subhadip ,

 

Thanks for your question and welcome to the DataRobot Community!

 

Sounds like you're interested in using the Visual AI capability of the platform.

 

While we do not have a way to manually create labels of image data points in the platform, allow me to suggest an alternative approach (where I begin to describe how to get started with setting up a Visual AI project):

 

  • Take a look at this post Visual AI: Classify Bell Pepper Leaves. The post describes a Visual AI project to predict whether an image contains a healthy/unhealthy bell pepper leaf.
  • In the "Submit Data" section, notice that all you need is a ZIP file dataset. In this ZIP file are 2 requirements:
    • Folder(s) containing images, where the Folder name is the "target class label"
    • CSV file with 2 columns: class, image
      • "class" column has the "target class labels"
      • "image" column has the "folder filepath" for the specific image file

Therefore, you have control over the labels for the images by setting up the N image folders and CSV file for the ZIP file dataset.

 

Hope this answers your question.

 

Sincerely,

Shoop