abhijitjadhav1998 / Deepfake_detection_using_deep_learning

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

Date Created 2020-09-12 (4 years ago)

Commits 86 (last one 4 months ago)

Stargazers 538 (3 this week)

Watchers 10 (0 this week)

Forks 167

License gpl-3.0

Ranking

RepositoryStats indexes 584,353 repositories, of these abhijitjadhav1998/Deepfake_detection_using_deep_learning is ranked #85,659 (85th percentile) for total stargazers, and #206,270 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #1,804/17,098.

abhijitjadhav1998/Deepfake_detection_using_deep_learning is also tagged with popular topics, for these it's ranked: deep-learning (#1,952/8389)

Other Information

abhijitjadhav1998/Deepfake_detection_using_deep_learning has 1 open pull request on Github, 5 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 15 open issues and 19 closed issues.

All Topics

deepfakes deep-learning deepfake-detection deepfake-detection-challenge

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

43 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-11-20 @ 02:13pm, id: 294908710 / R_kgDOEZPzJg