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PanithanS/README.md

Hi there! I am Panithan 👋

  • 📚 My repository is mostly for my hands-on projects
  • 💻 Interested in data science and making models for computer vision, image processing, deep/machine learning
  • 🔰 Data analysts, exploring insight, data-driven decision-making, recommendation systems, and yield prediction.

Pinned

  1. Wafers-Defect-Recognition-using-Visual-Transformer Wafers-Defect-Recognition-using-Visual-Transformer Public

    We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.

    Jupyter Notebook 9 2

  2. Defect-Prediction-in-Semiconductor-Lithography Defect-Prediction-in-Semiconductor-Lithography Public

    Lithography defect prediction for microchip manufacturing optimization with machine learning model

    Jupyter Notebook 8 2

  3. Movies-Recommendation-Systems-and-Personalization Movies-Recommendation-Systems-and-Personalization Public

    Movies Recommendation Systems with Personalization

    Jupyter Notebook 2

  4. Webcam-Pose-Estimation-Walking-Speed-Measurement Webcam-Pose-Estimation-Walking-Speed-Measurement Public

    A prototype with a demonstration video for real-time human pose estimation and walking speed measurement using YOLOv8 with webcam.

    Python 3

  5. Visual-Transformer-MNIST Visual-Transformer-MNIST Public

    Implementation of Visual transformer (ViT) on the MNIST dataset.

    Jupyter Notebook