Data Science
Fully Automatic Brain Tumor Segmentation: A Guide

Fully Automatic Brain Tumor Segmentation: A Guide

This article focuses on a remarkable code repository that demonstrates a fully automatic brain tumor segmentation model leveraging deep convolutional neural networks. This innovative architecture is crafted for the BraTS2017 dataset and is built on the well-regarded...

Creating an Image Labeling Tool: A Step-by-Step Guide

Creating an Image Labeling Tool: A Step-by-Step Guide

Welcome to the ultimate guide on setting up an Image Labeling Tool! This web application is designed to assist you in annotating images effortlessly. Whether you need to label images, draw bounding boxes, or segment them into multiple parts, this tool has got you...

Exploring Bayesian Machine Learning: A Comprehensive Guide

Exploring Bayesian Machine Learning: A Comprehensive Guide

Welcome to the exciting world of **Bayesian Machine Learning**! This blog will walk you through how to access and utilize a collection of valuable Jupyter notebooks designed specifically for aspiring and experienced data scientists alike. Whether you are curious about...

How to Visualize Attention Maps with Cross Attention

How to Visualize Attention Maps with Cross Attention

In the dynamic world of AI development, visualizing how your model focuses on different parts of input data is crucial for enhancing performance and interpretability. This guide will walk you through the process of extracting and visualizing Cross Attention Maps using...