My professor told me to be careful when building the dataset, stating that I needed to remove duplicate images. and then training a deep neural network on the dataset. I’m an undergraduate working on my final year graduation project and have been tasked with building an image dataset by scraping Google Images, Bing, etc. I knew there were going to be duplicate images in the dataset - I therefore needed a method to detect and remove these duplicate images from my dataset.Īs I was working on the project, I just so happened to receive an email from Dahlia, a university student who also had a question on image duplicates and how to handle them: The dataset I was using was crafted by combining images from multiple sources. I can’t go into details of the project (yet), but one of the tasks required me to train a custom deep neural network to detect specific patterns in images. Over the past few weeks, I’ve been working on a project with Victor Gevers, the esteemed ethical hacker from the GDI.Foundation, an organization that is famous for responsibly disclosing data leaks and reporting security vulnerabilities. In this tutorial, you will learn how to detect and remove duplicate images from a dataset for deep learning.
0 Comments
Leave a Reply. |
Details
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |