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The Math Behind Convolutional Neural Networks
Towards Data Science - Medium towardsdatascience.com
Dive into CNN, the backbone of Computer Vision, understand its mathematics, implement it from scratch, and explore its applications
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· 2: The Math Behind CNN Architecture
∘ 2.1: Convolutional Layers
∘ 2.2: Stride
∘ 2.3: Padding
∘ 2.4: Multiple Filters and Depth
∘ 2.5: Weight Sharing
∘ 2.6: Feature Map Creation
∘ 2.7: Pooling Layers
∘ 2.8: Fully Connected Layers
· 3: Step-by-Step Guide to Building a CNN
∘ 3.1: Setting Up the …
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