GTA Vice City Object Detection using TensorFlow

It is assumed that you already have following things installed on your machine.

• Grand Theft Auto: Vice City game.
• Python 3.x
• TensorFlow 2.x
• OpenCV
• NumPy

If not already, kindly install these first before you move ahead.

To run the object detection inferences on the game, follow the steps below:

Steps:

1. Clone the repository on your local machine.

2. Install the MSS library using pip install mss.

3. Install the TensorFlow Object Detection API using pip install tensorflow-object-detection-api.

4. Open the label_map_util.py file and Edit Line 132 by replacing with tf.gfile.GFile(path, 'r') as fid: with with tf.io.gfile.GFile(path, 'r') as fid:. You will find this file in the following path: C:\Users\<your-username>\AppData\Local\Programs\Python\Python37\Lib\site-packages\object_detection\utils

5. Open the GTA: Vice City game. In the display settings of the game, change the screen to windowed mode and preferrably set the resolution to 1024x768.

6. Open command prompt and run vice_city_detection.py and enjoy playing GTA: Vice City with real-time object detection.

Demo Output: