The vtl from lajlksdf

vtl's Introduction

📜 Directory

Introduction
Train or Test
- Train
- Test
Downloads

✨ Introduction

An effective and reliable method for fake video detection.

🔬 Train or Test

Train

Train ViTHash

python train_h.py --local_rank=0 --path=../Celeb-DF --type=Celeb-DF --hash_bits=512 --pretrained=x

Test

Test ViTHash

python test_h.py --local_rank=0 --path=../Celeb-DF --type=Celeb-DF --hash_bits=512 --pretrained=x

🚀️ Downloads

Download Models and Datasets

The key of the JSON file corresponds to the name of the source video, and the value is the hash center of the source video.

Pretrained models, hash centers and datasets

Due to some software restrictions, the original sharing link is invalid and changed to Google storage.

Item	Link	Comments
DeepFake	https://drive.google.com/file/d/11pPA8buSTzhzypB-D91DjJEFR4AOFVGJ/view?usp=share_link	Google drive
Video Splicing	https://drive.google.com/file/d/1-3mggFEiVRTPnR3PQ3yNHKsUyJ84jUkY/view?usp=share_link	Google drive
Similar Scenes	https://drive.google.com/file/d/1-0VBLygXSrQrYOpQqmQY8q_qv5r0uOGo/view?usp=share_link	Google drive
Video Inpainting	https://drive.google.com/file/d/1-35iQpD7RQTGGAFmJKSd3rptahnJuhmj/view?usp=share_link	Google drive. Extension ofDAVIS2016

DeepFake Dataset Samples

The person with different scenes.

Source Videos

Fake Videos

Different fake videos are made from the same source.

Source Video

Fake Videos

Video Inpainting Dataset Samples

The first gif of the boat is the original video, and the remaining five videos are generated by different object inpainting methods.

Video Splicing Dataset Samples

The bird, person, soldier and planes are all spliced by manual.

Tips

We have developed an additional tool to compare the difference between real video and fake video. Please see tool

vtl's People

Contributors

Stargazers

Watchers

vtl's Issues

the pre-trained model

I downloaded the provided pre-trained model and the test acc in DFTL and DAVIS2016-TL reached 100%, is this correct? Why is it so much higher than in the article?

dataset lssues

can you please send the dataset to me in this email [email protected] because the links are not working

Paper reference

Thanks for sharing the code. Do you have paper published for this project? It would be greatly appreciated if you could share the paper reference/citation format.