Are you working in a sitting position right now? Feeling pains about your stiff neck and tight shoulders? If so, you're gonna love our game! Now go to https://snake.tensor-game.tk/ and have a relax!
In this game, you have to use your head gestures to guide the snake to gain score as high as possible like this:
👇👇👇👇(A big THANK YOU to our demo tester @codingwesley)
Got interested? Four steps to start playing quickly:
- Step 1: Put your nose on the '+' of camera.
- Step 2: Show your hand in front of camera to start/restart the game.
- Step 3: Turn your head up, down, left and right to control your snake.
- Step 4: Enjoy the game!
[BOUNUS] Notice Change Game button at the bottom of the instruction page? Click it and try to use your head to play Tetris.
This demo was inspired by tensorflowjs Pac-Man demo.
- Model: We used the idea of transfer learning to train the model with Tensorflow 2.0 on Colab. The training process and the architecture of the model could be found in
/src/(Smaller)Snake-Game-Alpha.ipynb. Our final training accuracy is 99.34% and validation accuracy is 98.14%. - UI:
Typescript+React+Mobx.
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Deploy online
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Recognize hand gesture to start/restart the game
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SSL Certificate (open camera without configuring chrome)
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Prettier UI
Code borrows heavily from Pac-Man.