You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
I publish a brand new Computer Vision, Deep Learning, and OpenCV tutorial every Monday at 10AM EST. Here you'll find my most recent tutorials and guides.
The purpose of this blog post is to demonstrate how to install the Keras library for deep learning. The installation procedure will show how to install Keras: With GPU support, so you can leverage your GPU, CUDA Toolkit, cuDNN, etc.,…
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The PyImageSearch blog has grown a lot since I published that first post back in January 2014. It’s been an incredible journey and I have you, the reader, to thank for all the support over the past 2.5 years. However,…
Read More of NOW HIRING: Computer Vision and OpenCV Correspondence Coordinator
Alight, so you have the NVIDIA CUDA Toolkit and cuDNN library installed on your GPU-enabled system. What next? Let’s get OpenCV installed with CUDA support as well. While OpenCV itself doesn’t play a critical role in deep learning, it is…
Read More of Compiling OpenCV with CUDA support
If you’re serious about doing any type of deep learning, you should be utilizing your GPU rather than your CPU. And the more GPUs you have, the better off you are. If you already have an NVIDIA supported GPU, then…
Read More of How to install CUDA Toolkit and cuDNN for deep learning
So you’re interested in deep learning and Convolutional Neural Networks. But where do you start? Which library do you use? There are just so many! Inside this blog post, I detail 9 of my favorite Python deep learning libraries. This…
Read More of My Top 9 Favorite Python Deep Learning Libraries
Did you know that OpenCV can detect cat faces in images…right out-of-the-box with no extras? I didn’t either. But after Kendrick Tan broke the story, I had to check it out for myself…and do a little investigative work to see…
Read More of Detecting cats in images with OpenCV
In last week’s blog post, I discussed my investment in an NVIDIA DIGITS DevBox for deep learning. It was quite the investment, weighing in at a staggering (and wallet breaking) $15,000 — more than I ever thought I would spend on…
Read More of Considerations when setting up deep learning hardware
I’ve got a big announcement today: I will be doing more Deep Learning and Convolutional Neural Network tutorials on the PyImageSearch blog over the coming months. I’m dead serious about this — and I’ve put my money where my mouth…
Read More of Hands-on with the NVIDIA DIGITS DevBox for Deep Learning
I said it in last week’s blog post and I’ll say it again here today — I am not, by any stretch of the imagination, a GUI developer. I think my aversion to GUI development started back in early-High school…
Read More of Displaying a video feed with OpenCV and Tkinter
