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Explore the world of AI-powered Deepfakes technology in this comprehensive 51-minute conference talk from Devoxx. Dive into the fundamentals of Deepfakes, including their creation tools and potential future developments. Gain insights into the positive applications and ethical considerations surrounding this technology. Learn about the underlying AI concepts and discover why specific AI models are employed. Examine the technical stack behind Faceswap, including Python, Keras, Tensorflow, and PlaidML, and understand the challenges of maintaining a public project using cutting-edge research technologies. Follow the Faceswap process from data gathering to final compositing, covering face detection, alignment, recognition, and segmentation. Conclude with a discussion on the future of Deepfakes and participate in a Q&A session to further expand your knowledge on this fascinating subject.
Faceswap - Developing a Platform for Practical Deepfakes