how to run dlib face recognition with gpu

Question

I have installed visual studio 2019, and Cuda 10.1 and TensorFlow 2.1.0 and I still can't run face recognition with GPU, can someone give me a complete guide on the steps to use GPU instead of CPU.

note: I'm using windows 10, my GPU is gtx1050 and I am using anaconda spider.

Answer 1

i solved this by these steps using an anaconda enviroment:

cuda 10.2 installed

python (3.7.7)

conda install pip

conda install tensorflow (latest 2.1.0)

conda install tensorflow-gpu

pip install imutils

pip install opencv-python

pip install opencv-contrib-python

pip install dlib

pip install face_recognition