Examination of a Deepfake Detection Algorithm
• Presentation
This presentation by Catherine Bernaciak was delivered virtually at Deepfakes Day 2022 on August 30, 2022.
Publisher
Software Engineering Institute
Subjects
Abstract
We will present a walkthrough of running the winning algorithm of Kaggle’s Deepfake Detection Challenge. Steps include codebase acquisition, data preprocessing, training, and inference.
Catherine Bernaciak is a Machine Learning Research Scientist in the CERT Division of the Software Engineering Institute.