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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....

PSO Based PID Controller Parameter Tuning || Step-By-Step || ~xRay Pixy

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Learn Tuning of (PID) Controller Using Particle Swarm Optimization (PSO) Algorithm. Video Chapters: PSO - PID 00:00 Introduction 00:26 Topics Covered  01:54 What is PID Controller? 02:48 Why PID Controller? 03:17 PID Controller Requirements 03:45 PID Controller Disadvantages 03:54 Simple Feedback System 05:07 Parameter Tuning 05:50 PID Controller Diagram 08:00 Propagation Term 08:59 Integral Term 09:41 Derivative Term 10:56 PID Controller Mathematical Forms 12:39 PID Controller Types 12:50 How to Tune PID Controller Parameters 13:56 PID Controller Implementation 15:17 Algorithms used for PID Controller Parameters Tuning 11:18 PID Controller Parameter Tuning using PSO 20:30 Conclusion  
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