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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....

Neuro Fuzzy Hybrid System for Water Heater Control System ~xRay Pixy

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Water heater control system using Neuro Fuzzy Hybrid System. Video Chapters: 00:00 Introduction 01:38 Hybrid Approach 02:37 Neural Network 03:08 Neural Network Components 05:38 Fuzzy Logic 12:09 Neuro-Fuzzy Hybrid System 14:16 Numerical Example 22:22 Conclusion A neuro-fuzzy hybrid system, also known as a neuro-fuzzy system or fuzzy neural network, combines the principles of neural networks and fuzzy logic to create a more robust and versatile system for solving complex problems, particularly in the field of artificial intelligence and control systems. This hybrid approach aims to take advantage of the strengths of both neural networks and fuzzy logic to handle uncertainty, nonlinearities, and complex patterns effectively. The key components and concepts involved in a neuro-fuzzy hybrid system: Neural Networks Neural networks are computational models inspired by the human brain's structure and functioning. They consist of interconnected nodes (neurons) organized into layers, i...

Crystal Structure Algorithm || Step-By-Step || ~xRay Pixy

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Learn the Crystal Structure Algorithm Step-by-step with examples. Video Chapters: 00:00 Introduction 01:05 Key Points 01:41 Lattice 02:27 Lattice Types 03:48 Regular Crystal Shapes 04:05 Crystal Structure Formation 05:18 Crystal Characteristics 06:52 Crystal Structure Algorithm Algorithm Steps 14:11 Conclusion

MySQL Workbench Create Database, Table, Drop Table ~xRay Pixy

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MySQL Workbench Step-By-Step Video Chapters: 00:00 Server Connection 00:47 CREATE DATABASE 01:05 CREATE TABLE 02:14 INSERT INTO TABLE 03:53 MySQL Table Using PHP Script 08:44 Conclusion
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