Update README.md

README.md

@@ -1,14 +1,64 @@
 ---
 title: DEEP FAKE DETECTOR
-emoji: 🔥
-colorFrom: red
-colorTo: indigo
+emoji: 🎭
+colorFrom: blue
+colorTo: purple
 sdk: gradio
-sdk_version: 6.6.0
+sdk_version: 4.36.0
 app_file: app.py
-pinned: false
-license: apache-2.0
-python_version: 3.10.13
+pinned: true
+license: mit
+short_description: Multimodal deepfake detection across 5 modalities
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Multimodal Deepfake Detection System
+
+A modular AI system for detecting fake content across 5 modalities — text, audio, image, video, and lip-sync — using hybrid CNN-Transformer-LLM architectures.
+
+## Live Demo
+
+Try the live system using the tabs above:
+
+- **Text Verification** — Detects fake news using SERP API + DeBERTa + Llama-3.3
+- **Audio Forensics** — Identifies AI-cloned voices using Wav2Vec2 + AST + CLAP
+- **Image Analysis** — Detects deepfake images using ResNet-18 + Vision Transformer
+- **Video Forensics** — Analyzes video deepfakes with multi-frame voting + OpenCLIP
+- **Multi-Modal Lip-Sync** — Detects audio-video mismatch using LSE-Net + Claude reasoning
+
+## Performance
+
+| Modality | Accuracy |
+|----------|----------|
+| Text     | 99%      |
+| Image    | 92%      |
+| Audio    | 91%      |
+| Video    | 91%      |
+| Lip-Sync | 89%      |
+
+## Tech Stack
+
+- **Frameworks:** PyTorch, Hugging Face Transformers, Gradio
+- **Vision Models:** Vision Transformer (ViT), ResNet-18, OpenCLIP
+- **Language Models:** DeBERTa-v3, Llama-3.3, Claude 3.5 Sonnet
+- **Audio Models:** Wav2Vec2, AST, CLAP, Whisper
+- **Datasets:** FaceForensics++, FakeAVCeleb, ASVspoof
+
+## About
+
+This system was developed as part of MS thesis research at GIFT University, Pakistan.
+
+**Author:** Aneela Pervez  
+**Institution:** GIFT University, Department of Computer Science  
+**Supervisor:** Dr. Muhammad Ziad Nayyer
+
+## Links
+
+- **GitHub Repository:** https://github.com/ANEELA-PERVEZ
+- **LinkedIn:** https://linkedin.com/in/aneela-pervez-95472b310
+- **Paper:** Coming soon on arXiv
+
+## Citation
+
+If you use this system in your research, please cite:
+
+```