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Photoshop Filters in OpenCV

December 7, 2020 By Leave a Comment

Photo filters have always been one of the coolest image processing applications. What could be a better inspiration to design filters than taking ideas from Photoshop? Let's begin the fun! In this ...

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Filed Under: Image Processing, Tutorial

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

Training a Custom Object Detector with DLIB & Making Gesture Controlled Applications

September 7, 2020 By Leave a Comment

Detection with Dlib

In this article, you will learn how to build python-based gesture-controlled applications using AI. We will guide you all the way with step-by-step instructions. I'm sure you will have loads of fun ...

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Filed Under: Application, Image Processing, Object Detection, Tutorial

Using Facial Landmarks for Overlaying Faces with Masks

August 17, 2020 By Leave a Comment

mask overlay

Have you ever wondered how Instagram masks are fitting so perfectly on your face? Would you like to know how you can try to implement something similar by yourself? This post will help you with that! ...

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Filed Under: Deep Learning, Face, Image Processing, Object Detection, OpenCV 4, PyTorch

CNN Fully Convolutional Image Classification with TensorFlow

July 13, 2020 By Leave a Comment

In a previous post, we had covered the concept of fully convolutional neural networks (FCN) in PyTorch, where we showed how we can solve the classification task using the input image of arbitrary ...

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Filed Under: Deep Learning, Feature Detection, Image Classification, Image Processing, Keras, Object Detection, Tensorflow

Efficient image loading

June 15, 2020 By Leave a Comment

Efficient image loading

When it comes to writing optimized code, image loading plays an important role in computer vision. This process can be a bottleneck in many CV tasks and it can often be the culprit behind bad ...

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Filed Under: Deep Learning, Image Processing, Performance

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GETTING STARTED

  • Installation
  • PyTorch
  • Keras & Tensorflow
  • Resource Guide

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  • CV4Faces (Old)

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