Image Recognition with Artificial Neural Networks | ANN Project Presentation

Описание: In this video, I walk you through my project on Image Recognition using Artificial Neural Networks (ANN), which I completed as part of my Honours degree in Statistics at HSTU. Watch as I explain the powerful capabilities of ANNs in recognizing handwritten digits using the MNIST dataset.
I'll take you through the data preprocessing, model training, and evaluation and demonstrate how we can measure the accuracy of the predictions with a Confusion Matrix.

✨ What you'll learn:

What is Image Recognition?
The concept behind Artificial Neural Networks (ANN)
How to prepare and preprocess data for machine learning
Model evaluation and error analysis using a Confusion Matrix
The difference between ANNs and CNNs for image recognition
Join me on this exciting journey to understand how neural networks "transform pixels into knowledge" and power various real-world applications!

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