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AI and Deep Learning for Ear Infection Detection ~xRay Pixy

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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....

3d Display Methods in Computer Graphics

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 3D Display Methods 3D Projection Q. What is 3D Projection/Graphical Projection? It is a design technique used to display 3D objects on a 2D surface. Why we are using a 2D surface to display 3D objects? Because all graphics devices are 2D [like Monitor Screen]. When we want to draw 3D objects on a computer monitor. Convert the world coordinates into screen coordinates [i.e., project 3D objection on the 2D plane]. Q. What is the Projection? Process of representing 3D objects into 2D. [i.e., shadow of object]. Q. How an object is projected?  By projecting each of its points [create a map of points]. There are infinite points in Object. Take projection of only corner points of an object on a 2D plane than join these projected points by a straight line in the 2D plane. Q. What is a Parallel Projection? Projection of point in 3D space. Parallel Projection is a method for generating a view of a solid object. Project point on the object surface along parallel lines onto the display p...
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