You can master Computer Vision, Deep Learning, and OpenCV - PyImageSearch
Wow, the Kickstarter launch date of January 18th is approaching so fast! I still have a ton of work to do and I’m neck-deep in Kickstarter logistics, but I took a few minutes earlier today and recorded this sneak preview…
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You may have heard me mention it in a passing comment on the PyImageSearch blog… Maybe I even hinted at it in a 1-on-1 email… Or perhaps you simply saw the writing on the wall due to the recent uptick…
Read More of I’m writing a book on Deep Learning and Convolutional Neural Networks (and I need your advice).
Last Updated on April 30, 2022 Table of Contents Intersection over Union for object detection What is Intersection over Union? Where are you getting the ground-truth examples from? Why do we use Intersection over Union? Implementing Intersection over Union in…
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A couple weeks ago,we discussed the concepts of both linear classification and parameterized learning. This type of learning allows us to take a set of input data and class labels, and actually learn a function that maps the input to…
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In today’s blog post, we are going to implement our first Convolutional Neural Network (CNN) — LeNet — using Python and the Keras deep learning package. The LeNet architecture was first introduced by LeCun et al. in their 1998 paper,…
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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…
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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…
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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…
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Last Updated on July 1, 2021 Would you have guessed that I’m a stamp collector? Just kidding. I’m not. But let’s play a little game of pretend. Let’s pretend that we have a huge dataset of stamp images. And we…
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