Update README.md

README.md

@@ -1,12 +1,42 @@
 ---
 title: Deepdetect
-emoji: 🦀
+emoji: 👀
 colorFrom: green
 colorTo: indigo
 sdk: docker
+app_file: app.py
 pinned: false
 license: gpl-3.0
 short_description: An AI-powered application to help you see the reality.
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Project DeepDetect
+
+<br/>
+
+In the age of deepfakes, seeing is no longer believing. But even if you can't trust your eyes, you can trust us.
+<br/>
+
+[DeepDetect]() is an AI Powered Application to help you see the reality.
+<br/>
+
+<br/>
+
+
+## ⚠️ Important Notice
+
+**Please Note**: Due to limited computational resources, this model is currently trained on a relatively small dataset with a short `sequence_length` of 10. As a result, its performance metrics on testing dataset are as follows:
+- Accuracy: ~93%
+- F1 Score: ~93%
+
+
+## 🚀 Features
+
+- AI-powered deepfake detection
+- FastAPI application
+
+
+<p align="center">
+  Made with ❤️ by Sanskar Modi
+</p>
+