What is Residual Network or ResNet?

Deep neural networks have become popular due to their high performance in real-world applications, such as image classification, speech recognition, machine translation and many more.  Over time…

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Supervised vs Unsupervised Learning

In this article, we are going to explore the two machine learning approaches – supervised and unsupervised learning. It is one of the most basic questions for…

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TCP Client-Server Implementation in C

In this tutorial, you will learn to implement a TCP client-server program in the C programming language. Here, the client and server would exchange messages and communicate…

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What is Transfer Learning? – A Simple Introduction.

Transfer Learning is a technique in machine learning where we reuse a pre-trained model to solve a different but related problem. It is one of the popular…

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Human Image Segmentation with DeepLabV3+ in TensorFlow

In this article, you will learn to perform person segmentation with DeepLabV3+ architecture on human images. Here, we will cover the entire process of image segmentation starting…

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cv2.imwrite() – Saving Images in OpenCV Python

In our previous tutorials – cv2.imread() – Read Image using OpenCV Python and cv2.resize() – Resizing Image using OpenCV Python, we have learned to read and resize…

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cv2.resize() – Resizing Image using OpenCV Python

In this tutorial, we will learn to resize an image using OpenCV in the Python programming language. For this, we are using the cv2.resize() function. OpenCV refers…

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cv2.imread() – Read Image using OpenCV Python

In this tutorial, we are going to focus on reading an image using the Python programming language. For this, we are going to use the OpenCV library….

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RESUNET Implementation in PyTorch

This tutorial focuses on implementing the image segmentation architecture called Deep Residual UNET (RESUNET) in the PyTorch framework. It’s an encoder-decoder architecture developed by Zhengxin Zhang et al. for semantic…

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UNET Implementation in PyTorch

This tutorial focus on the implementation of the image segmentation architecture called UNET in the PyTorch framework. It’s a simple encoder-decoder architecture developed by Olaf Ronneberger et…

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