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Classroom Contents
How I Built the World’s Most Efficient Deepfake Detector with $100
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- 1 Intro
- 2 About Coding Game
- 3 Demonstration
- 4 Introduction
- 5 Neural Network
- 6 Machine Learning Crash Course
- 7 Neural Networks
- 8 Neural Networks Examples
- 9 Gans
- 10 Generator
- 11 Experiment setup
- 12 Overfitting
- 13 Slow convergence
- 14 Computing power
- 15 Gun generated images
- 16 How to cheat
- 17 Another game
- 18 Indicators
- 19 Eyes
- 20 Script
- 21 Database
- 22 Downloader script
- 23 Resources
- 24 Images
- 25 Jetson Nano
- 26 FaceNet
- 27 Fuzzy search
- 28 Setup
- 29 Bonus points
- 30 When the image was generated
- 31 Demo time
- 32 Top 3 matches
- 33 Search speed
- 34 Continuity
- 35 Multiple variants
- 36 Questions
