Post by Sreeram Rohith

Name: 👤 Security in Focus: Check out my FaceID AI Detection & Recognition Dashboard! This project implem
Uploaded: 2026-06-25T17:46:13.451Z
Channel: Sreeram Rohith
Description: 👤 Security in Focus: Check out my FaceID AI Detection & Recognition Dashboard! This project implements real-time face detection and face profile matching from webcam feeds or image uploads. Key Fe

Student at Geethanjali College of Engineering and Technology

👤 Security in Focus: Check out my FaceID AI Detection & Recognition Dashboard! This project implements real-time face detection and face profile matching from webcam feeds or image uploads. Key Features: - Haar Cascade classifiers for swift facial coordinate detection. - **Pearson Correlation (mean-centered & normalized) Template Matching** for precise recognition. - **Shift-Search Alignment Grid** to resolve spatial coordinate and Haar bounding box jitter. - Focus on inner face details (eyes, nose, mouth) with **inner-cropping** to prevent sibling/family false matches. - Dynamic web socket/base64 webcam frame rendering and profile registration database. Refining this model to robustly handle coordinate translations and distinguish similar-looking faces was an amazing engineering challenge! 🔗 GitHub: https://lnkd.in/dywpruUr CodSoft CodSoft Internships #Biometrics #ComputerVision #FaceRecognition #Python #MachineLearning #ArtificialIntelligence #codsoft

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