Install Tensorflow GPU on Windows 10 with CUDA and cuDNN

Tutorial on how to install TensorFlow GPU on windows 10. We will setup TensorFlow with CUDA and install OpenCV using Anaconda in Python 3.7 environment.

EDIT: Updated tutorial to install TensorFlow GPU 2.3.0 and PyTorch 1.6.0 on Windows 10

#tensorflow
#opencv
#TheCodingBug
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[TheCodingBug]

YOLOv4 with TensorFlow and TFLite:

YOLOv4 with Darknet on Windows:

OpenCV with CUDA on Windows:

YOLOv3 YOLOv4 with OpenCV:

[TheAmishWarlord]

After countless hours, I had almost given up integrating CUDA into my programs. This is honestly the best youtube video I've seen in a very, very long time. I can't thank you enough.

[himanshupant]

This was very helpful sir! I was stuck while running a GAN code. I'd been searching all over the internet on how to accelerate my GPU. This video solved that in 5 minutes.

[michaelschmidlin]

Well made video. Do you have another for python syntax as to how to make sure that you are using your GPU in Keras?

[esrabaskurt]

thank you, I had a lot of error before the video, it is running now

[osamajamil]

Best tutorial for setting up tensorflow-gpu

[PradHolla]

You can even add keras-gpu the same way as TF and OpenCV in requirements.txt right?

[JoseGarcia-pxxj]

did you already have the nvidia drivers?

[mahalim.]

Brother I need to ask regarding my problem

[sashthecreator]

Hi, is there a way i can reach you directly cos after i entered the 'import tensorflow as tf' i got this error "ERROR:root:Internal Python error in the inspect module" Please i need your help

[mikeazatov]

I get this after following the steps...
from import *
ImportError: DLL load failed: The specified module could not be found.

[deepshah]

Will it work without modifying system variables?

[gustavozantut]

do we need to have visual studio installed?

[keshavpatta]

I am getting error when i tried to print the tensorflow version, please help

[ronaktawde]

is there any way to install cudnn on win10 other than nvidia website like github or any other source

[shravananantharamakrishnan]

internal: failed to get device attribute 13 for device 0: cuda_error_unknown: unknown error
can someone help me to solve this

[JonBjonbplay]

tensorflow-gpu==2.8.0
opencv-python

tf.__version__
cv2.__version__