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 an image. We will now learn to save the array into an image file. For this, we are going to use cv2.imwrite() function Continue Reading

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 to Open Source Computer Vision library aimed at computer vision and machine learning. Image resizing refers to the process of changing the dimensions Continue Reading

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 segmentation. It was initially used for road extraction from high-resolution aerial images in the field of remote sensing image analysis. Original Paper: Road Extraction Continue Reading