Kill Bot - CS:GO
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Kill Bot - an AI trained on CS:GO dataset to kill terrorist targets with max KD ratio ...learn more
Project status: Published/In Market
Game Development, Artificial Intelligence
Intel Technologies
Intel Arc,
Intel NUC,
Intel Python,
Intel CPU
Overview / Usage
Kill Bot - is an AI trained on CS:GO dataset with 2 classes (CounterTerrorists and Terrorists) which kills the Terrorist team targets.
Methodology / Approach
Screenshots of CS:GO is taken and a object-detection model is trained for 2 classes - CounterTerrorists and Terrorists. A program is written to capture screen (gameplay) and forward the data to the model to obtain the detection output. The following steps are taken for the Kill Bot to have good accuracy and KD ratio.
- Frame processing to detect the coordinates of the targets.
- Find the closest target near crosshair.
- Clutch and fire if health is low; Else open fire.
- Rotate clockwise / anticlockwise if no targets in current frame.
Technologies Used
OpenCV
PyTorch
TorchVision
NodeJS
Intel NUC
Intel ARC