Polyp Segmentation


ColonSegNet: A Lightweight Real-Time Colon Segmentation Architecture

In the ever-evolving landscape of computer vision and medical imaging, achieving real-time performance in segmentation tasks is crucial. ColonSegNet, a novel encoder-decoder architecture, has emerged as a beacon of efficiency, designed for swift and accurate colon polyp segmentation. In this blog post, we’ll delve into the intricacies of ColonSegNet’s architecture...

Polyp segmentation sing Unet 12

Polyp Segmentation using UNET in TensorFlow 2.0

In this tutorial, we will learn about how to perform polyp segmentation using deep learning, UNet architecture, OpenCV, and other libraries. We will use a polyp segmentation dataset to understand how semantic segmentation is applied to real-world data. In polyp segmentation, the images with polyp are given to a trained...