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title: DeepFakeDetection
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emoji: 🚀
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colorFrom: red
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sdk: docker
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app_port: 8501
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tags:
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- streamlit
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pinned: false
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short_description: Detects StyleGAN and other DIffusion models
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license: mit
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# 🧠 DeepFake Detection Demo
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This application demonstrates a **CPU-based deepfake detection model**
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for deep fake rejection including Style GAN and Diffusion model architectures
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## 🔍 What This Demo Does
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- Accepts an uploaded face image
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- Classifies it as **Real** or **Fake**
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- Displays confidence and probabilities
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- Runs entirely on CPU (TorchScript)
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## 🏗 Architecture
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- **Model:** Private Hugging Face Model Repository
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- **App:** Hugging Face Space (Streamlit)
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- **Runtime:** CPU (no GPU required)
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## ⚠️ Further Inquiries
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Please feel free to contact uzair.mughal@unikrew.com for any queries or information
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## 📌 Known Limitations
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- Further releases will enhance the model for face editing using AI (such as the swapping of a real face on the body of a real person -- much like a photoshop but using AI)
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