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awesome-deepfake-learning

github.com/billy1900/awesome-deepfake-learning ↗

The approach I work on DeepFake.

179

GitHub Stars

180

Curated Resources

7

Categories

5 hours ago

Last Refreshed

1. Intuitive Learning2. Survey Paper3. Curated lists4. Deepfakes Datasets5. Generation of synthetic content6. Detection of synthetic content7. Misc

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What's inside

1. Intuitive Learning

5. Generation of synthetic content

15.ai5.2 Generation Audio
Natural text-to-speech synthesis with minimal data.
aitextgen5.1 Generation Text
A robust Python tool for text-based AI training and generation using GPT-2.
Analyzing and Improving the Image Quality of StyleGAN5.3 Generation Images
A Style-Based Generator Architecture for Generative Adversarial Networks5.3 Generation Images
A.ttent.io5.1 Generation Text
Automatic Conditional Generation of Personalized Social Media Short Texts5.1 Generation Text

7. Misc

2020 Guide to Synthetic MediaArticles
AIVillageForums
ASVspoof: Automatic Speaker VerificationChallenges
Building rules in public: Our approach to synthetic & manipulated mediaArticles
CCN-CERT: Automatizando la detección de contenido Deep FakeTalks
Chalearn Multi-modal Cross-ethnicity Face anti-spoofing Recognition ChallengeChallenges

6. Detection of synthetic content

Adversarial Deepfakes6.4 Detection Videos
Awesome-Deepfakes-Materials6.4 Detection Videos
Can We Detect Fake Voice Generated by GANs?6.2 Detection Audio
Capsule-Forensics: Using Capsule Networks to Detect Forged Images and Videos6.4 Detection Videos
Capsule-Forensics-v26.4 Detection Videos
Implementation of the paper: Use of a Capsule Network to Detect Fake Images and Videos.
Celeb-DF (v2): A New Dataset for DeepFake Forensics6.4 Detection Videos

4. Deepfakes Datasets

2. Survey Paper

3. Curated lists

Deep-Learning-for-Tracking-and-Detection

Showing a sample of 180 resources. View the full list on GitHub →