W tym filmie opowiemy Wam o technologii umożliwiającej tworzenie deepfakeow, za pomocą której można podszywać się pod kogoś innego.

Źródła:
1. Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe. First Order Motion Model for Image Animation
2. Jun-Yan Zhu*, Taesung Park*, Phillip Isola, and Alexei A. Efros. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, in IEEE International Conference on Computer Vision (ICCV), 2017.
3. Steven M. Seintz, and Ira Kemelmacher-Shlizerman, University of Washington. Synthesizing Obama: Learning Lip Sync from Audio
4. Luisa Verdoliva. Media Forensics and DeepFakes: an overview
5. Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner. FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces oraz FaceForensics++: Learning to Detect Manipulated Facial Images
6. Yuval Nirkin, Yosi Keller, Tal Hassner. FSGAN: Subject Agnostic Face Swapping and Reenactment
7. Justus Thies, Michael Zollhofer, Marc Stamminger, Christian Theobalt, Matthias Niessner. Face2Face: Real-Time Face Capture and Reenactment of RGB Videos.
8. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
9. Ye Jia, Yu Zhang, Ron J. Weiss, Quan Wang, Jonathan Shen, Fei Ren, Zhifeng Chen, Patrick Nguyen, Ruoming Pang, Ignacio Lopez Moreno, Yonghui Wu. Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis
10. Justus Thies, Mohamed Elgharib, Ayush Tewari, Christian Theobalt, Matthias Nießner. Neural Voice Puppetry: Audio-driven Facial Reenactment
11. Tero Karras, Samuli Laine, Timo Aila. A Style-Based Generator Architecture for Generative Adversarial Networks
Artsiom Sanakoyeu, Dmytro Kotovenko, Sabine Lang, Björn Ommer. A Style-Aware Content Loss for Real-time HD Style Transfer
12. Christoph Bregler, Michele Covell, Malcolm Slaney Interval Research Corporation. Video Rewrite: Driving Visual Speech with Audio

Wykorzystane materiały wideo:

Z prac naukowych:
- Synthesizing Obama_ Learning Lip Sync from Audio
https://www.youtube.com/watch?v9Yq67CjDqvw&t4s
- Neural Voice Puppetry: Audio-driven Facial Reenactment
https://www.youtube.com/watch?vs74_yQiJMXA
- [ICCV 2019] FSGAN: Subject Agnostic Face Swapping and Reenactment
https://www.youtube.com/watch?vBsITEVX6hkE
- FaceForensics++: Learning to Detect Manipulated Facial Images (ICCV 2019)
https://www.youtube.com/watch?vx2g48Q2I2ZQ
- FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces
https://www.youtube.com/watch?vTle7YaPkO_k
- FaceVR Real-Time Facial Reenactment and Eye Gaze Control in Virtual Reality
https://www.youtube.com/watch?vjIlujM5avU8
- Face2Face: Real-time Face Capture and Reenactment of RGB Videos (CVPR 2016 Oral)
https://www.youtube.com/watch?vohmajJTcpNk
- A Style-Based Generator Architecture for Generative Adversarial Networks
https://www.youtube.com/watch?vkSLJriaOumA
- First Order Motion Model for Image Animation
https://www.youtube.com/watch?vu-0cQ-grXBQ&t131s
- Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
https://www.youtube.com/watch?vAxrKVfjSBiA


Filmy wykorzystane do zrobienia deepfakeów:
- Andrzej Duda Hot16Challenge2
https://www.youtube.com/watch?vDjDSUqTcrv4
- UWAGA! Dawid Myśliwiec przez cztery godziny MASAKRUJE pseudonaukowy bełkot. Z jedną przerwą w środku
https://www.youtube.com/watch?v8sa8qFhSiAw
- Grey czy gray? | Po Cudzemu #199
https://www.youtube.com/watch?vLflTBEwvcM4&t16s
- Zjadłam MIĘSO Z PROBÓWKI!
https://www.youtube.com/watch?v83vga-NsO1E&t270s


Użyte deepfakei:
- Nick Cage DeepFakes Movie Compilation
https://www.youtube.com/watch?vBU9YAHigNx8
- You Wont Believe What Obama Says In This Video!
https://www.youtube.com/watch?vcQ54GDm1eL0&t2s
- The Shining starring Jim Carrey : Episode 2 - The Bat [DeepFake]
https://www.youtube.com/watch?v-ZRUZzZPGto
- Willem Dafoe as Hannibal Lecter [DeepFake]
https://www.youtube.com/watch?vXJB5W2beVZ0
- Once Upon a Time in The Room [DeepFake]
https://www.youtube.com/watch?vwWCHuj_dsvQ
- Home Stallone [DeepFake]
https://www.youtube.com/watch?v2svOtXaD3gg
- Deepfake AI facial replacement - ZAO App example
https://www.youtube.com/watch?vduHFi4DZzW8
- Filmy z https://www.instagram.com/bill_posters_uk
- Na okńcu filmy załączone do pracy naukowej: Video Rewrite: Driving Visual Speech with Audio

Pozostałe:
- In the days before Photoshop (1984) | Retro
https://www.youtube.com/watch?vSvVJHjzwhzU
- AE Face Tools - Face Application for After Effects
https://www.youtube.com/watch?vb8atwDbEH88
- Insanely Realistic Creepy Computer Faces Are Here
https://www.youtube.com/watch?v-xL5ogM4bOo