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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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DEEPFAKE VIDEO DETECTION USING PRETRAINED NEURAL NETWORK #867

Open AbheetHacker4278 opened 1 week ago

AbheetHacker4278 commented 1 week ago

Feature Description

Deepfake Videos are major challenge in todays world , so i introduce my Deepfake detection model using Resnext50 and LSTM NN Model using Python(Django), HTML , CSS , JS.

DeepFake Detection using Res-Next50 model which is been trained using various

datasets like , Celeb-Df Dataset , FaceForensics++ Dataset , Challenge Dataset , which can do Sequential analyse of the video by dividing the video into 20 parts and analyse those parts on the basis of face tone , color , replaced face structrure(nose , eyes , mouth).

Use Case

Easily can Used for various type of videos for detect by comparing the pretrained 6000+ videos

Benefits

Can Easily Tell Which Video is FAKE or REAL

@apu52 Please Assign this Issue to Me under GSSOC24

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Screenshot 2024-06-26 114256

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Priority

High

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@Niketkumardheeryan please assign this Issue to me under GSSOC

github-actions[bot] commented 1 week ago

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

invigorzz313 commented 1 week ago

The issue has been assigned