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Year
2023
Tech & Technique
TensorFlow, Keras, XceptionNet
Description
Final-year undergraduate team project at SRM Institute of Science and Technology: a deepfake detection system using XceptionNet, built with TensorFlow/Keras.
Publication:
S. Ezra Vethamani, Kawin P., Rishi R., Vishal K. "Deepfake Detection System: AI and Deep Learning Framework for Cyber Verification." TDEMAS, 2023.
Image credit: the animated demo below is from the open-source PyDeepFakeDet toolkit (Fudan Vision and Learning Lab), not output of this project.
Publication:
S. Ezra Vethamani, Kawin P., Rishi R., Vishal K. "Deepfake Detection System: AI and Deep Learning Framework for Cyber Verification." TDEMAS, 2023.
Image credit: the animated demo below is from the open-source PyDeepFakeDet toolkit (Fudan Vision and Learning Lab), not output of this project.
My Role
Team member — final-year undergraduate team project (SRM Institute of Science and Technology)
- 📄 Co-author of the TDEMAS 2023 paper on the project.
- 🧠Deepfake detection with XceptionNet in TensorFlow/Keras.