Convolutional Neural Networks A-Z
Article 1: Understanding the Convolution function and CNN.
The step-by-step guide includes:
- Why convolution?
- What is convolution?
- How convolution works?
- The simplest CNN to understand various CNN layers.
- Applications of convolution.
Article 2: Visualizing what the Convolutional Neural Networks learn — Part1
This article includes:
- Why is there a need to visualize what CNNs learn?
- How can visualization actually help?
- Visualizing the hidden activations.
Article 3: Visualizing what the Convolutional Neural Networks learn — Part2
This article includes:
- Visualizing the hidden filters.
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