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The game with an auto moving agent that predicts veggies with a trained model

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AI-Chicken

The project that represents the usage of Graphs and technologies for machine-learning

Computer game in which the player controls the chicken. The task of the chicken is to water all the dry plants and on the way to one of the plants say what vegetable she got on the road.

To explore the method of artificial intelligence in the game added Agent, which controls this chicken. Using the Genetic Algorithm he chooses the closest plant to water and using another algorithm Astar Graph search he looks for the best road to that plant. Rocks may interfere with his path, so he must not crash into them. The agent also uses a** Neural Network model** we learned on vegetable recognition, where each vegetable had 1000 images. At the time when a vegetable is on the path, the image from the vegetable is loaded into the algorithm and it writes the name of this vegetable into the terminal.

Screenshot 2023-06-28 at 3 18 52 PM Screenshot 2023-06-28 at 3 25 03 PM

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