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Deep guard

One-click deepfake check with explainable AI

Overview

I built a tool that tells whether a picture is real or AI-generated and shows why the model thinks so. It trains ten image-classification models on the 20 000-image CIFAKE dataset and wraps the best ones in a Streamlit web app with visual heat-maps. The goal is to help newsrooms, social platforms and anyone online spot deepfakes quickly.

My Role & Contributions

Tech Stack

Python OpenCv Tensorflow SHAP LIME GRADCAM Streamlit Matplotlib scikit-learn

Implementation Details

Swagger UI 1 Swagger UI 1 Swagger UI 1

Results & Impact

View on GitHub