Counter Strike Aimbot

Overview

Counter Strike Aimbot is a computer vision project where a model automatically shoots when detecting an enemy in the game. This project utilizes deep learning techniques and automation to enhance gameplay in Counter-Strike.

Project Description

Using computer vision, I trained a model to shoot automatically upon detecting an enemy in the game. The process involved:

1. Data Collection: I collected gameplay data by opening the game and capturing screenshots whenever I encountered an enemy.
2. Data Labeling: I used LabelImg to label the collected images, creating bounding boxes around the enemies.
3. Model Training: I utilized YOLOv5 to train the labeled data, enabling the model to recognize enemies in the game.
4. Automation: After training, I implemented a script that moves the mouse to the enemy's bounding box and shoots when an enemy is detected.

Libraries Used

torch

• Usage: PyTorch is a deep learning library used for building and training neural networks.
• Purpose: PyTorch is used for implementing the YOLOv5 model and training it on the labeled data.

matplotlib

• Usage: Matplotlib is a plotting library for creating visualizations in Python.
• Purpose: Matplotlib is used for plotting images and visualizing data during the development and testing of the aimbot.

numpy

• Usage: NumPy is a numerical computing library for handling arrays and matrices.
• Purpose: NumPy is used for numerical operations and data manipulation, particularly when working with images and tensors.

cv2 (OpenCV)

• Usage: OpenCV is a computer vision library for image and video processing.
• Purpose: OpenCV is used for loading, manipulating, and processing images, including tasks like image resizing, cropping, and drawing bounding boxes.

pyautogui

• Usage: PyAutoGUI is a library for automating keyboard and mouse interactions.
• Purpose: PyAutoGUI is used for controlling mouse movements and simulating mouse clicks to aim and shoot in the game.

keyboard

• Usage: Keyboard is a library for detecting and handling keyboard events.
• Purpose: Keyboard is used for triggering actions in the aimbot script, such as capturing screenshots or exiting the program.

win32con, win32api

• Usage: Win32 API libraries provide access to Windows system functions.
• Purpose: These libraries are used for low-level interactions with the Windows operating system, such as controlling mouse cursor movements and simulating keyboard input.

Usage

To use the aimbot:

1. Ensure that all required libraries and the model are installed.
2. Run the script (python aimbot.py).
3. Open Counter-Strike and start moving. The aimbot will automatically shoot when it detects an enemy.

Video

Check out the video on YouTube trying the code: (Will Upload Later)