Overview
After developing VinDR, the product team found that we have a large number of raw images that came from hospitals. We also use that raw image to train VinDR's AI model which needed to enhance its accuracy to give the best result for doctors.
Outcome
So the assignment was to develop a platform to label raw images and assign label tasks for others. The labeler has an account to access the labeling tasks that are assigned by the project manager. Labelers' task is identifying raw data (images, text files, videos, etc.) and adding one or more meaningful and informative labels to provide context so that a machine learning model can learn from it. Besides, we built a room for dataset management with multiple tools like search, advanced filter, and import/export data,... which help project managers to control all datasets in one place and track annotation progress. We believe that VinLab is one of the leading labeling platforms in the world because of its meaningful impact on many industries.
Project Info
Project
Vinlab
What I did
Research, UX/UI, Usability Testing
Type
Web-based Platform
Release
2021