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Ebin Babu Thomas 🚀

Python developer with experience in building web applications and a passion for data science. Currently learning data science techniques and applying them to real-world problems.

Skills 🔥

  • Proficient in Python and related web development technologies (e.g. Flask, Django) 🐍
  • Familiar with data science tools and libraries such as NumPy, Pandas, and Scikit-learn 📈
  • Strong understanding of data structures and algorithms 🧩
  • Experience with SQL and database management 🗄️

Projects 🚧

  • 💻 Automatic Number-Plate Recognition (ANPR) using YOLOv4: The model localises the Licence Plate and crops it and sends it to do OCR. I have used YOLOv4 tiny and trained on a total of 2000 images for 6000 epochs. It has an accuracy of about 97 Percent on the test set.
  • 🤖 Head Pose Estimation using Mediapipe: This application is developed using Javascript. It used Mediapipe’s FaceMesh to get the Facial Keypoints and converts them into points in 3D space.
  • 🏍️ Motorcycle Helmet Detection using YOLOv4: The model detects Helmet, Non-Helmet and the entire rider+bike. If we find a person not wearing a helmet inside the entire rider+bike bounding box, the bike is sent for ANPR.

Certifications 📚

  • 🎓 Deep Reinforcement Learning by Udacity, 2020.
  • 🎓 Machine Learning by Stanford University, 2020.

Contact 📱

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