CNNs Explained: Beginner’s Guide to Computer Vision

Learn the basics of Convolutional Neural Networks (CNNs) in this simple, beginner-friendly tutorial on deep learning and computer vision. 🤖

CNNs Explained: Beginner’s Guide to Computer Vision
Learn from CTO-X
607 views • Mar 23, 2025
CNNs Explained: Beginner’s Guide to Computer Vision

About this video

In CNNs Made Simple: A Beginner-Friendly Deep Learning Tutorial, we break down Convolutional Neural Networks (CNNs) into simple, easy-to-understand concepts. Whether you're a beginner in deep learning or looking to refresh your knowledge, this tutorial is for you!
🚀 Welcome to CTO-X! 🚀
🔍 What You’ll Learn:
✅ What CNNs are and why they’re so powerful in AI and computer vision.
✅ The core concepts and architecture of CNNs: convolution, pooling, activation functions, and more.
✅ How to build, train, and visualize a CNN using TensorFlow and Python.
✅ Real-world applications of CNNs, from image classification to medical imaging.
✅ Tips to avoid common pitfalls like overfitting.

💻 Hands-On Demo:
We’ll walk you through a step-by-step implementation of a CNN on the CIFAR-10 dataset, showing you how to preprocess data, train a model, and evaluate its performance.

📚 Perfect For:

Beginners in machine learning and deep learning.
Developers and data scientists looking to understand CNNs.
Anyone curious about how AI powers technologies like facial recognition, self-driving cars, and more!

Recommended video: https://www.youtube.com/watch?v=LGHIPdFwn2k

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💬 Got questions?
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#CNNs #DeepLearning #AI #MachineLearning #ComputerVision #TensorFlow #Python #CTOX #TechTutorial

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Video Information

Views

607

Likes

44

Duration

27:32

Published

Mar 23, 2025

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