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Platform for Image Labeling and Annotation Open Computer Vision

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Before Cloning, slap ⭐️now

Welcome to RemoAI Platofm!

This is an platform designed and implemented as example for image labeling and annotation for Open Vision Computer classification.

Running the platform

yarn install && yarn start

Features

  • Select the coordinates to be send to the OpenCV machine;
  • Resize and move coordinates;
  • Enable or disable the coordinate;
  • Delete a coordinate;

Next steps

  • Add more editor tools, like pencil, eraser
  • Create the credential and registration page
  • Create the "New project" view
  • Create the categorization view
  • Create the database structure in order to allow the user create a project
  • Create the tables structures in order to allow the user categorize in dynamic ways
  • Expose an API with the encapsulated methods to create the project and initiate the image labelling

Libraries used

  • MultiCrops: A modified version of this project in order to allow some changes, like enable or disable a box, also, it gives you the coordinates of each element which will be used to be populated on OpenCV
  • React: Because the facilities to manipulate DOM elements;
  • Redux: To store and share data over the application;
  • Reduxsauce: In order to minify unneeded code to while using Redux;
  • Material-ui: To use styled components based in the Google Patern Material Design;

Source code structure

  • src
    • components: Structured folder for React components that represents the ramification for each context of the platform.
      • accounts
      • cropper
      • dashboard
      • editor
      • projects
      • utils: React components that are shared over the platform
    • store
      • reducers: Structured folder for Redux reducers and containers in order to share info over the app
        • cropper
        • editor