Day 03: Convolutional Neural Network (CNN) & Feature Extractor | Computer Vision Course in Bangla
Welcome to Day 03 of our "Complete Computer Vision" free course from Inception BD! 🚀
Ever wondered how a computer really learns to recognize a cat in a photo or a car on the road? The magic is in the brain of modern computer vision: the Convolutional Neural Network (CNN).
Today, we dive deep into this core concept. This is a complete CNN Bangla Tutorial where we explain everything from the ground up, making it easy for beginners to understand.
আজকের ক্লাসে আমরা Computer Vision-এর ব্রেইন "Convolutional Neural Network" বা CNN নিয়ে আলোচনা করব। এটি কিভাবে ছবি থেকে ফিচার বের করে, তা আমরা সহজ বাংলায় শিখব।
💡Today's Class (Day 03) - We will cover:
► What is a Convolutional Neural Network (CNN)? (CNN কি?)
► Why do we need CNNs for images instead of regular Neural Networks?
► The core building blocks: Convolution Layer, Pooling Layer, and ReLU.
► How CNNs act as an automatic Feature Extractor (detecting edges, patterns, shapes).
► Understanding the complete CNN architecture (from input image to final output).
► The intuition behind how these networks "learn" to see.
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