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Understanding Convolution Kernels for CNNs - Computer Vision Basics - What Are Convolutions?

Understanding Convolution Kernels for CNNs - Computer Vision Basics - What Are Convolutions?

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Visualising convolution kernels:

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Visualising convolution kernels:

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Understanding Convolution Kernels for CNNs - Computer Vision Basics - What Are Convolutions?

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  1. 1 Intro:
  2. 2 What is a convolutional kernel:
  3. 3 Using Pytorch Conv2d on example images:
  4. 4 Visualising convolution kernels:
  5. 5 Visualising convolved images:
  6. 6 How do convolutional kernels help with CNNs:
  7. 7 Convolution network's receptive field:
  8. 8 Outro:

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