mmp-site/content/posts/week-4.md

title	date	draft
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.

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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.) ↩︎