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

License: GNU General Public License v3.0

Shell 0.66% HTML 84.02% CSS 1.40% Python 13.93%

deepfake_detection_using_deep_learning's Introduction

𝐇𝐞𝐥𝐥𝐨 𝐭𝐡𝐞𝐫𝐞 👋, 𝐟𝐞𝐥𝐥𝐨𝐰 <𝚍𝚎𝚟𝚎𝚕𝚘𝚙𝚎𝚛𝚜/>!

I am Mansi Mishra, Final year student at BIT Durg. I'm an SWE Intern'23 at Microsoft. Currently working on Data Engineering Field. Happy to connect :)

Please feel free to clone/fork projects, raise issues and submit PRs if you think something could be better!
Ask me anything on LinkedIn
or email me.

Happy Coding! :)

🙋‍♂️ About My Experiences

Data Engineer Trainee at NucleusTeq
Data Scientist Associate at Blackcoffer
Software Engineer Summer Intern'23 at Microsoft
MLH Prep Fellow for Fall batch 2022.
Microsoft Engage Intern Mentee'22.0

Open-Source Contributions

Contributed to MLH Fellowship Open-source projects as an MLH Prep Fellow.
Maintained the docker-tools repository of the Collabnix Community.
Fixed the typo on Kubernetes' official website.
Contributed to tutorial for JavaScript variables from basics to intermediate with Examples to GWOC Program.

👩🏻‍🏫 Volunteering Experiences

Manager at Microsoft India Summit 2021 for Girlscript Chhattisgarh Regional Summit.
Event Manager at Codein Community.
Management head at GirlScript Durg.
Angelhack Student Ambassador 2021.
Core Team Lead at Cloud Native and Computing Foundation Durg .
Campus Ambassador at Girlscript Winter of Contributing.