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Build and Install OpenCV 4 for Raspberry Pi

July 10, 2020 By Leave a Comment

OpenCV for RaspberyyPi

Raspberry Pi is a small ARM computer with a camera, a network controller, and Linux on board. That makes it a good choice for DIY computer vision projects. In this post, we will learn how to build ...

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Filed Under: how-to, Install, OpenCV 4, Performance, Theory, Tutorial, Uncategorized

How to Convert a Model from PyTorch to TensorRT and Speed Up Inference

June 22, 2020 By Leave a Comment

title image

The life of a machine learning engineer consists of long stretches of frustration and a few moments of joy! First, struggle to get your model to produce good results on your training data. You ...

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Filed Under: Deep Learning, how-to, OpenCV 4, PyTorch, Tutorial

Getting Started with PyTorch Lightning

May 10, 2020 By Leave a Comment

featured-lightning

Imagine, one day you have an amazing idea for your machine learning project. You write down all the details on a piece of paper- the model architecture, the optimizer, the dataset. And now you just ...

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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

Multi-Label Image Classification with PyTorch: Image Tagging

May 3, 2020 By Leave a Comment

image tagging by learnopencv

In the previous post, we learned how to apply a fixed number of tags to images. Let’s now switch to this broader task and see how we can tackle it.  In many real-life tasks, there is a ...

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Filed Under: how-to, Image Classification, PyTorch, Tutorial

Funny Mirrors Using OpenCV

April 27, 2020 By Leave a Comment

We all remember those awesome childhood days when we use to go to amusement parks or county fairs. One of my favorite elements of these amusement parks was the fun-house mirror room. Funny mirrors ...

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Filed Under: Application, how-to, Tutorial

t-SNE for Feature Visualization

April 12, 2020 By Leave a Comment

t-SNE for Feature Visualization

In Machine Learning, we always want to get insights into data: like get familiar with the training samples or better understand the label distribution. To do that, we visualize the data in many ...

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Filed Under: Deep Learning, how-to, Image Classification, PyTorch

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GETTING STARTED

  • Installation
  • PyTorch
  • Keras & Tensorflow
  • Resource Guide

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