Deepfake and synthetic image detection

Deep learning for telling real images from synthetic ones — the subject of an MSc dissertation that reached 97% accuracy with an Attention-Enhanced EfficientNetB7.

Evidence

• DeepFake Detection Framework — MSc dissertation: an Attention-Enhanced EfficientNetB7 deep learning framework for deepfake image detection, reaching 97% accuracy on 10,000+ synthetic images, with a Streamlit app for real-time prediction. (97% accuracy · 10,000+ images · Real-time prediction)

Experience

• MSc Artificial Intelligence, National College of Ireland — First Class Honours; thesis on deepfake detection (77.6%)

Keywords

deepfake detection · EfficientNet · attention · synthetic media · TensorFlow

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Open to AI engineering roles in Dublin, across Ireland and remote, and to freelance projects. Get in touch.