What Is A Cnn? Convolutional Neural Networks Made Simple
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What Is A Cnn? Convolutional Neural Networks Made Simple
What is CNN in Deep Learning? In this video, we understand what is CNN in Deep Learning and why do we need it. CNN (or Convolutional Neural Network) is the building block of all Computer Vision applications. Applications like self-driving cars, object recognition, face recognition, etc. There is a limitation of simple Neural Networks when it ...
9 months ago
Shorts
Convolutions are fundamental operations in deep learning, especially within Convolutional Neural Networks (CNNs). They work by applying a small matrix, known as a kernel (or filter), that slides across an input image to detect key features like edges, textures, or shapes. At each step, the kernel multiplies its values with the pixels underneath and sums them up, creating a feature map that emphasizes certain patterns. For instance, in the MNIST dataset, a 3×3 kernel can scan a 28×28 grayscale im
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