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mmp-site/content/posts/week-4.md
oscarpocock dbd46e99fe Added Weeks 4-8
2022-03-28 16:46:12 +01:00

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Week 4 2022-02-27T12:46:59Z false

This week I did some research into how to build a CNN from scratch, including the different type of layers, loss functions, learning rates, epochs and other core concepts.12

I also set up and created this blog with Hugo to document my progress and setup Woodpecker CI to do continuous testing and integration.

  1. deeplizard. "Convolutional Neural Networks (CNNs) explained." (Dec. 9, 2017). Accessed: Feb. 22, 2022. [Online Video]. Available: https://youtube.com/watch?v=YRhxdVk_sIs ↩︎

  2. A Rosebrock. "PyTorch: Training your first Convolutional Neural Network (CNN)". pyimagesearch.com. https://pyimagesearch.com/2021/07/19/pytorch-training-your-first-convolutional-neural-network-cnn/ (accessed Feb. 22, 2022.) ↩︎