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Making A Low-Cost Stereo Camera Using OpenCV

January 11, 2021 By Leave a Comment

feature image for stereo camera post

In this post, we will learn how to create a custom low-cost stereo camera (using a pair of webcams ) and capture 3D videos with it using OpenCV. We provide code in Python and C++. We all ...

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Filed Under: 3D Computer Vision, Camera Calibration, Classical Computer Vision, how-to, OAK

Image Classification with OpenCV for Android

November 16, 2020 By Leave a Comment

In the previous post, we've learned how to work with OpenCV Java API with the example of a PyTorch convolutional neural network, integrated into the Java pipeline. Now we are going to transform the ...

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Filed Under: Android, Application, Deep Learning, how-to, Image Classification, Java, OpenCV 4, PyTorch

PyTorch to Tensorflow Model Conversion

October 26, 2020 By Leave a Comment

In this post, we will learn how to convert a PyTorch model to TensorFlow. If you are new to Deep Learning you may be overwhelmed by which framework to use. We personally think PyTorch is the first ...

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

Getting Started with OpenCV CUDA Module

September 15, 2020 By Leave a Comment

opencv-gpu-frontal-image

If you have been working with OpenCV for some time, you should have noticed that in most scenarios OpenCV utilizes CPU, which doesn't always guarantee you the desired performance. To tackle this ...

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Filed Under: how-to, Image Processing, OpenCV 4, Performance

TensorBoard with PyTorch Lightning

August 10, 2020 By Leave a Comment

A picture is worth a thousand words! As computer vision and machine learning experts, we could not agree more. Human intuition is the most powerful way of making sense out of random chaos, ...

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

PyTorch to CoreML model conversion

August 3, 2020 By Leave a Comment

Neural network usage usually takes a lot of computations, but in our modern world, even a smartphone can be a device to run your trained neural model. Today we will take a look at how we can convert a ...

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Filed Under: Deep Learning, Devices, Edge Devices, how-to, PyTorch

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GETTING STARTED

  • Installation
  • PyTorch
  • Keras & Tensorflow
  • Resource Guide

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  • CV4Faces (Old)

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