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sonarpratik5/README.md
  • 👋 Hi, I’m @sonarpratik5
  • 👀 I’m interested in Programming
  • 🌱 I’m currently learning Data Science and Artificial Intelligence
  • 💞️ I’m looking to collaborate on Web Development, Machine Learning and Computer Vision
  • 📫 How to reach me sonarpratik8@gmail.com

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  1. Trak_Gradcam_on_ResNet18 Trak_Gradcam_on_ResNet18 Public

    Applied TRAK data attribution and Grad-CAM on a ResNet-18 model trained on the CIFAR-10 dataset to analyze which training samples most strongly influenced the model’s predictions and to examine the…

    Python 1

  2. Employee-Health-Monitoring-System-using-WBANs-and-ML Employee-Health-Monitoring-System-using-WBANs-and-ML Public

    This is my bachelors thesis which was later compiled in the form of a book chapter in book "Applied Computer Vision and Soft Computing with Interpretable AI" with the title "An Employee Health Moni…

    PHP

  3. FocusGrove FocusGrove Public

    FocusGrove: a local-first macOS productivity app with automatic activity tracking, a menu bar Pomodoro timer, time-use analytics, and goal tracking. Built with SwiftUI.

    Swift

  4. Cricket-Shot-Classification-using-BiLSTM-and-Video-Transformer-approches Cricket-Shot-Classification-using-BiLSTM-and-Video-Transformer-approches Public

    For our High Level Computer Vision (HLCV) course at Saarland University, we compared the accuracies of a BiLSTM and a Video Transformer, using MLP results as a baseline. I focused on data preparati…

    Jupyter Notebook

  5. Trak_on_RestNet18 Trak_on_RestNet18 Public

    Applied TRAK (Training Data Attribution) to a ResNet-18 model trained on the CIFAR-10 dataset to identify which training samples most strongly influence the model’s predictions.

    Python

  6. floatframe-macos-screen-mirror floatframe-macos-screen-mirror Public

    FloatFrame is a native macOS menu bar app for live screen region mirroring in always-on-top floating windows. Built with SwiftUI and ScreenCaptureKit; capture stays local.

    Swift