Computer Vision Tools Chain

CMake-3.23.2

https://cmake.org/download/

cmake -version
cmake version 3.23.2

OpenCV-4.5.5

https://opencv.org/releases/

Dlib-19.24

http://dlib.net/

CUDA-11.6 + cuDNN-8.4

https://developer.download.nvidia.cn/compute/cuda/11.6.1/local_installers/cuda_11.6.1_511.65_windows.exe

https://developer.download.nvidia.cn/compute/cudnn/secure/8.4.0/local_installers/11.6/cudnn-windows-x86_64-8.4.0.27_cuda11.6-archive.zip?NVxi2VZ91Bmsq17yUNQLWSv-a1y0zwkyR4-3dxy3TLqb3EVVdt7UBgq_SYOcdb60dCYUu_qlsAf3RYu4JVjrwWlzod1ozTsdq1tmuxxs1hMY1wx6GqfV4VlNrwHSb5EOA785RnyR8IvfGChyXUKJ6gY6xOKz_oE6LxXaB5uIkcHeqZK7hbYSRZHUXcpZcQX_wN6775BmGjI0NuedHCiqyuB4&t=eyJscyI6IndlYnNpdGUiLCJsc2QiOiJkZXZlbG9wZXIubnZpZGlhLmNvbVwvY3VkYS10b29sa2l0LWFyY2hpdmUifQcudnn-windows-x86_64-8.4.0.27_cuda11.6-archive.zip

MiniConda

https://conda.io/en/latest/miniconda.html

Torch-1.11.0

https://pytorch.org
https://download.pytorch.org/whl/cu113/torch-1.11.0%2Bcu113-cp38-cp38-win_amd64.whl
https://download.pytorch.org/whl/cu113/torchvision-0.12.0%2Bcu113-cp38-cp38-win_amd64.whl

Check GPU

import torch
import torchvision

print(torch.__version__)
print(torch.version.cuda)
print(torch.cuda.is_available())
print(torch.cuda.get_device_name())

1.11.0+cu113
11.3
True
NVIDIA GeForce RTX 2060