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The snakes uses Convolution Network based custom trained Deep Learning model to avoid obstacles (walls, blocks and its body) to find the shortest path to food.

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Intelli Snake

Python | Machine Learning | Deep Learning | Keras | Tensorflow | Scikit-learn | FAST API | Web Designing | Web Development

Snake has been automated using Deep Learning Techniques to find its path through the maze, avoiding the blocks and eating food, which gives score.

  • Following are the Objective Functions for which the model has been optimized
    • Eating Food (Raising Score)
    • Avoid Hitting The Blocks on Maze.
    • Avoid hitting itself (body)
    • Find the shortest path
  • FrontEnd has been hosted on Netlify
  • API has been hosted on HuggingFace
  • Play The Game (Hosted Online)

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The snakes uses Convolution Network based custom trained Deep Learning model to avoid obstacles (walls, blocks and its body) to find the shortest path to food.

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