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Neural Networks
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Classroom Contents
Faceswap - Developing a Platform for Practical Deepfakes
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- 1 Intro
- 2 Overview
- 3 How did we get here?
- 4 Features of Faceswap
- 5 API Stack
- 6 Neural Networks
- 7 The Faceswap Machine Learning Stack
- 8 Face Detection
- 9 Face Alignment
- 10 Face Recognition
- 11 Face Segmentation
- 12 Image Reconstruction with Auto-Encoders
- 13 Final Steps: Compositing & Splicing
- 14 Getting Started with Faceswap
- 15 Faceswap Process
- 16 Gathering the Data
- 17 Extract
- 18 Convert
- 19 Post-processing previews
- 20 The future of Deeplakes
- 21 References
- 22 Conclusion and Q&A
