1on1 Ballet Studio
One on One is an application that gives opportunities to enjoy ballet lessons represented as video-trainings and recommendations based on a machine-learning comparison of videos created by a coach and a learner.
Challenge
The Exelor team faced the following challenges:
- Create an assistant-app for online ballet training;
- Integrate machine learning model into the application;
- Provide interaction of native models with the Flutter based app;
- Develop an algorithm of identifying video-image and its representation as a heatmap object created by analysing video-recording from different angles;
- Optimize the productivity of the application on modern devices;
- Develop the mechanism of video-training purchases.
Solution
- A digitized educational database has been created;
- A unique application for conducting remote ballet training has been developed;
- The interactive system based on machine learning helps analyze and correct learner movements by recording and comparing them with master movements side by side;
- The integrated machine learning model for calculating accuracy and providing recommendations based on it;
- Added option to create learning patterns by dividing each exercise into multiple fragments and setting up repetitive playback;
- Implemented app optimization on iOS and Android devices.
Result
One on One is an absolutely non-trivial product that gives great opportunities to participate in ballet-lessons right from home without the need of attending a studio. The application is an indispensable solution for both teachers and learners who are not able to take classes for certain reasons but want to keep up.
TECHNOLOGIES
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