Street Fighter is a very famous video game where two players fight with each other using punches and kicks. What if you want to use actual punches and kicks in the real-world to play this game. Here is an article explaining how to play the game using actual hand movements which are captured using sensors like gyroscope and accelerometers. These signals are then processed using Arduino and TensorFlow.js to recognize the kicks and punches and then these are used to play the game.
In this article, the author has tried to explain how to build a game similar to Flappy Bird which is very basic consisting of just blocks and rectangles and then a Machine Learning model is build to play the same game using Speech Command.
Fruit Ninja is a famous mobile game where you slice fruits using swipes on the screen. Here in this article the author has explored how to play the game using hand gestures.
We are using a lot of Chat applications in our day-to-day life like Whatsapp, Messenger, Telegram and recently Signal. We might have to deal with a lot of toxic messages. What if an application detects that your message is toxic and prevents you from sending such messages. Here in this article the author teaches how to build a toxic language detection in Twilio chat.
Beat Saber is a VR rhythm game where you slash the beats of adrenaline-pumping music as they fly towards you, surrounded by a futuristic world. In this article too the author has tried to build a body movement detector which is used to play Beat Saber using TensorFlow.js.
Hope you will enjoy these collection of articles and build other interesting projects based on TensorFlow.js.