Posts

Showing posts from September 4, 2020

New Post

AI and Deep Learning for Ear Infection Detection ~xRay Pixy

Image
Learn how AI and deep learning revolutionize ear infection detection, enabling accurate, fast, and automated diagnosis using advanced image processing and machine learning techniques. Video Chapters: Ear Infection Detection using AI and DL 00:00 Introduction 00:14 My Experience with Ear Infections 01:15 Topics Covered 02:24 Ear Infections 02:48 Ear Infection Signs 03:55 Ear Infection Preventions 04:29 Ear Infection Types 05:19 Ear Infection Causes 06:14 How Bacteria and Fungus Grow in Ear 07:26 My Mistakes 08:49 Doctors Advise after Ear Infection 09:45 Ear Infection Common Symptoms 10:37 Automated Ear Infection Detection with Deep Learning AI 15:09 Smartphone Otoscopes 16:04 Conclusion Ear fungus, also known as otomycosis , is a fungal infection of the outer ear canal. If an ear infection is not treated on time, it can lead to serious complications.  Hearing Loss – Persistent infections can damage the eardrum and middle ear structures, leading to partial or permanent hearing loss....

Line Drawing Algorithm

Image
 Line Drawing Algorithm We can specify points with an ordered pair of numbers ( x, y). Where, x = horizontal distance from the origin.      y = vertical distance from the origin.  Suppose 2 endpoints used to specify line at position (x1, y1) and (x2, y2). Line path between endpoints positions (x1, y1) and (x2, y2). The equation for straight line is given by: y = m . c + b Here, m = slope of the line            b  as y-intercept The first endpoint of the line as (x1, y1) The second endpoint of the line (x2, y2) We can calculate values for the slope m and y-intercept b with this equation: 𝑚=(𝑦2−𝑦1)/(𝑥2−𝑥1) b = y1 – m * x1. For any given x interval ∆x along a line. We can compute the corresponding y interval as ∆y as ∆y =m * ∆x  We can obtain x interval ∆x by ∆y.  ∆x = ∆y / m  DDA Algorithm Step 1. Input two Endpoints (x1, y1) and (x2, y2). Step 2: Calculate the difference between two endpoints....

Cloud Computing Architecture

Image
Cloud Computing Architecture Divided into 2 Parts It is divided into 2 parts: 1.) The Front End 2.) The Back End Each end is connected to the other through Network (i.e., Internet or virtual network). Cloud Computing Architecture - front End The front end means How users interact with the cloud infrastructure?  Front End: It is the side that is visible to Clients / Computer Users. The front end consists of Applications and infrastructure that is used to access different cloud computing platform. It includes web servers (i.e., Chrome, Firefox, and IE) mobile devices.  Cloud Computing Architecture - Back End Cloud Service Provider [e.g., AWS] maintains Back end. The back End supports the front end. The back end manage different services like Data Storage Virtual Network Security System Traffic Control  Protocols used for communication over the internet Cloud Computing Architecture - Components The client interface provides GUI [i.e., Graphical User Interface] that helps us...
More posts