Get Full Visibility In Data Annotation Project With Labellerr

Rohan Volety -

Imagine effortlessly monitoring your data annotation project's progress in real-time.  Labellerr's Dashboard eliminates the need for manual tracking, providing a comprehensive overview of your project.

This feature simplifies the process and gives  you real-time updates on user activity and file statuses like total files, Accepted, remaining files, in Review, in Client review, rejected, accepted and Percentage completion.

This feature becomes important as it streamlines workflow management by offering real-time insights into the status of each file, which ensures smooth coordination between annotators and reviewers.

Table of Contents

  1. Why Is It Needed?
  2. Advantages of Using Labelling Status & Trends
  3. How to See Labelling Status & Trends in Labellerr?
  4. Conclusion
  5. Frequently Asked Questions

Why is it needed ?

In traditional data annotation settings, keeping tabs on the progress of projects often involves manual tracking methods, which are time-consuming and prone to errors.

In a complex workflow of data annotation projects, files goes through various stages involving multiple stakeholders, including annotators, internal reviewers, and client reviewers.

Each participant's actions determine the status of the file, whether it's acceptance, rejection, or skipping, which leads to a complex network of interactions.

However, without a tracking system like Labellerr's Dashboard, organizations encounter significant challenges in managing these processes efficiently.

By providing detailed insights into labeling trends and distribution, the Dashboard allows organizations to analyze patterns, optimize workflows, and make decisions to continuously improve their project efficiency and quality.

Real-time Progress Tracking: Labellerr's Dashboard provides real-time updates on annotation progress, enabling users to monitor project status instantly and make timely decisions.

Improved Resource Allocation: The Dashboard's status bar displays key metrics such as total files, accepted files, and remaining files, facilitating better resource allocation based on the current status of the project.

Enhanced Quality Control: By offering insights into labeling trends and distribution, the Dashboard helps identify potential issues, optimize workflows, and ensure consistent quality across annotations.

Strategic Planning: Users can analyze labeling trends on a daily, weekly, or monthly basis, enabling strategic planning of workflows to meet project deadlines effectively.

  1. Go to the project dashboard, where you can see the label trends and label distribution.

Using Labeling trends users have the ability to track the number of files assigned to different users, those in the review stage, or any other status on a daily, weekly, or monthly basis, enabling strategic planning and optimization of workflows.

They can identify files in the review stage and manage them promptly, ensuring timely completion and quality control and facilitating a comprehensive understanding of the project's dynamics.

Label Distribution

Users gain an understanding of how labeled objects are distributed across different categories or labels within the specified date range.

The visualization allows users to observe changes in object distribution over time, enabling the identification of trends and patterns in the annotation process.

A user can identify the object with the highest count in the analysis to prioritize attention to crucial or frequently occurring elements.

Conclusion

In conclusion, Labellerr's Dashboard is an important tool in the world of data annotation that addresses the complexities and challenges faced in managing annotation projects effectively.

By offering real-time insights, streamlining workflow management, enhancing quality control, and facilitating transparent communication, it becomes an important asset for organizations striving for excellence in data annotation.

Frequently Asked Questions

Q1) What is Labellerr's Dashboard?

Labellerr's Dashboard is a dynamic tool that provides real-time insights into the progress of data annotation projects. It offers a centralized platform where users can monitor the status of their projects, track user activity, and analyze labeling trends and distribution.

Q2) How does Labellerr's Dashboard help in managing annotation projects?

The Dashboard streamlines workflow management by offering real-time updates on the status of each file, facilitating smooth coordination between annotators, internal reviewers, and client reviewers.