-
-
Methodology
-
Tech Stack
Inspiration 🕺
Dancing is a fun and enjoyable way to express ourselves. It is also a great way to keep one’s body fit. But many people, including us, struggle with learning how to dance. People are too scared to attend dance classes in person due to anxiety and fear.
What BeatSensei does 🤖
Our AI dance trainer offers a personalised and interactive platform for learning and practicing dance moves at home in a gamified manner, boosting confidence and encouraging more public dancing along with promoting a healthy lifestyle in an anxiety free manner.
How BeatSensei evaluates user's dance moves 📏
- Tensorflow would be used to obtain 17 keypoints from the user’s video using Tensorflow on the clientside (can work on both mobiles and laptops)
- Using a simple neural network and metrics such as cosine similarity on the normalized keypoints of the user and our reference poses to score our user’s dances
- The evaluation of our user’s dance in real time will be used to provide incentives and dance training for our users!
What's next for BeatSensei 🥋
- Wearables to better track moves for better experience. The sensors may track heart rate, calories burnt to help in achieving daily fitness goals of users.
- In future, BeatSensei will have modes and functionalities for specially abled people.
- Partnerships and competitions can be held in order to provide further incentives for users to exercise and dance on BeatSensei
