Repository navigation

Deep-Fake-Image-Classifier

Public

About

Developed a Convolutional Neural Network (CNN) to classify face images as real or fake, enhancing deepfake detection and media authenticity verification. Designed a three-layer CNN with max-pooling and fully connected layers, utilizing data augmentation techniques to improve generalization.

0 stars

0 watching

Report repository

Name		Name	Last commit message	Last commit date
DS_FINAL_PROJECT.pdf		DS_FINAL_PROJECT.pdf
README.md		README.md
attempt2dfclassifier_final.ipynb		attempt2dfclassifier_final.ipynb

Repository files navigation

Brainstation-Data Science-Project

Deep Fake Image Detection

Data set: https://www.kaggle.com/datasets/manjilkarki/deepfake-and-real-images

About

Developed a Convolutional Neural Network (CNN) to classify face images as real or fake, enhancing deepfake detection and media authenticity verification. Designed a three-layer CNN with max-pooling and fully connected layers, utilizing data augmentation techniques to improve generalization.

0 stars

0 watching

Report repository

Releases

Packages

Contributors

Languages