auto_GTAV

Repo for self driving cars in GTA-V using Neural Networks and Deep Learning.

System configurations

• OS: Microsoft Windows 11 10.0.22621 Build 22621
• CPU: AMD Ryzen 9 5900HX - 8 Core(s) (3.3GHz)
• GPU: Nvidia RTX 3060 Laptop GPU (6GB)
• RAM: 16 GB (3.2GHz)
• Nvidia Driver Version: Nvidia Studio Driver Version 537.42
• CuDNN | CUDA Version:

  nvcc: NVIDIA (R) Cuda compiler driver

  Cuda compilation tools, release 11.2, V11.2.67

  Build cuda_11.2.r11.2/compiler.29373293_0

• Python: 3.9.7
• GCC: 13.2.0

Libraries Used

1. cuda-python == 12.2.0
2. numpy == 1.26.0
3. nvidia-cudnn-cu11 == 8.9.4.25
4. nvidia-cuda-nvrtc-cu11 == 11.8.89
5. opencv-python == 4.8.0.76
6. Pillow == 9.5.0
7. pandas == 2.1.0
8. pywin32 == 306
9. tensorflow == 2.9.0
10. tensorboard == 2.9.1
11. tflearn == 0.5.0

Helpful links

1. Nvidia CuDNN Installation Guide
2. Nvidia CUDA Toolkit
3. Alexnet for image classification
4. Avoiding Collisions, etc YouTube - @sentdex
5. Solution for getting individual window video
6. GetDesktopWindow() on Microsoft Docs
7. Tensorflow compatibility forum
8. Tensorflow compatibility chart
9. Tensorflow config guide