![](https://blog.paperspace.com/content/images/2022/06/padding_padded-1.png)
In this article, we explore how and why we use padding in CNNs in computer vision tasks. We'll then jump into a full coding demo showing the utility of padding.
In this article, we explore how and why we use padding in CNNs in computer vision tasks. We'll then jump into a full coding demo showing the utility of padding.
![](https://miro.medium.com/v2/resize:fit:666/1*noYcUAa_P8nRilg3Lt_nuA.png)
What is Padding in Convolutional Neural Network's(CNN's) padding
![](https://almablog-media.s3.ap-south-1.amazonaws.com/medium_169_image_for_blogs_98313907ca_1ee47bd3bb.png)
What is “padding” in Convolutional Neural Network?
![](https://miro.medium.com/v2/resize:fit:1052/0*Asw1tDuRs3wTjwi7.gif)
Deciding optimal kernel size for CNN
![](https://media5.datahacker.rs/2019/02/slika1_39_37.png)
008 CNN An Example of A Convolutional Neural Network - Master Data
![](https://media.geeksforgeeks.org/wp-content/uploads/20230512174050/padding-in-cnn-(1).webp)
CNN Introduction to Padding - GeeksforGeeks
![](https://www.mdpi.com/applsci/applsci-10-05186/article_deploy/html/images/applsci-10-05186-g001.png)
Applied Sciences, Free Full-Text
![](https://d2o2utebsixu4k.cloudfront.net/media/images/c6766f07-ac44-47d8-a0fa-73c023d39eda.png)
What is Padding in Convolutional Neural Networks (CNN)?
![](https://i.stack.imgur.com/FCCcP.png)
conv neural network - Convolutional Layers: To pad or not to pad
![](https://miro.medium.com/v2/resize:fit:2000/1*mModSYik9cD9XJNemdTraw.png)
A guide to receptive field arithmetic for Convolutional Neural
![](https://media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-3-031-19772-7_22/MediaObjects/539927_1_En_22_Fig2_HTML.png)
Continual 3D Convolutional Neural Networks for Real-time