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LabelLab - Updating the mobile application

Student Info

Project Abstract

Labellab is an image labeling and classification tool for researchers. Currently, the mobile app supports image uploading and labeling. The goal of this year GSoC period is to update the image labeling tool, and integrate the model training feature.

Work Summary

For GSoC 2020, I migrated the mobile app to the new flask backend and integrated new features. These features includes model training, image path tracking, versioning, admin features and image editing. Parallely, I implemented mobile app specific server handlers. I completed the coding period with project documentation and test updates.

What Covered

  • Created the OpenAPI specification
  • Migrated the app to the new flask server
  • Implemented image path tracking feature
  • Updated multiple image uploading feature
  • Integrated image editing feature
  • Implemented project member management
  • Implemented model training feature
  • Updated image classification
  • Created server handlers
  • Implemented model versioning
  • Add widget tests
  • Updated the documentation

What left

  • Tests have to be completed

Reference