<commit_before>---
layout: post
title: How Convolutional Neural Networks Work.
description: "Convolutional Neural Networks have been a revelation in image classification. However, how exaxtly do they work."
author: <NAME>
category: Deep Learning
tags: CNN
finished: true
---
Convolutional Neural Networks also called CNNs or ConvNets have been pivotal in Deep Learning excelling in classifying images.
When working with CNNs it is important to develop an intuitive understanding of how they work. I will attempt to describe how I understand them and hopefully give you more insight.

<commit_msg>Remove Space from Deep Learning Category<commit_after>---
layout: post
title: How Convolutional Neural Networks Work.
description: "Convolutional Neural Networks have been a revelation in image classification. However, how exaxtly do they work."
author: <NAME>
category: DeepLearning
tags: CNN
finished: true
---
Convolutional Neural Networks also called CNNs or ConvNets have been pivotal in Deep Learning excelling in classifying images.
When working with CNNs it is important to develop an intuitive understanding of how they work. I will attempt to describe how I understand them and hopefully give you more insight.


{'fraction_non_alphanumeric': 0.04433497536945813, 'fraction_numerical': 0.0, 'mean_word_length': 5.064676616915423, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4724063', 'n_tokens_mistral': 306, 'n_tokens_neox': 276, 'n_words': 172}