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Prasham2181/README.md

👋 Hi, I'm Prasham Soni

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"Complexity is inversely proportional to curiosity" - Prasham Soni

👨‍💻 About Me

I'm a passionate Computer Vision and Deep Learning enthusiast with a strong foundation in Python and various ML frameworks. I love exploring innovative technologies in robotics and computer vision that have the potential to shape mankind's future. Currently, I'm working on projects involving camera calibration, object detection, and image processing.

🛠️ Technologies & Tools

Python OpenCV TensorFlow PyTorch Git NumPy Scikit Learn MySQL Qt

📊 GitHub Contributions

Contribution Details

Top Languages Most Used Languages

🏆 Featured Projects

Camera Calibration using Zhang's Method

A Python implementation of Zhang's camera calibration technique using OpenCV, featuring checkerboard detection and parameter optimization.

MyAutoPano - Panorama Image Stitching

Panorama stitching using traditional methods combined with deep learning techniques.

DeepMelody

Generates personalized music recommendations by analyzing the prominence of instruments in audio tracks through machine learning.

Warehouse Management System

A comprehensive warehouse management solution built with Python and Qt, featuring inventory tracking, order management, and real-time stock updates with MySQL integration.

🎯 Current Focus

  • Advanced Computer Vision Applications
  • Robotics & Deep Learning
  • Camera Calibration Techniques
  • Stereo Vision & 3D Reconstruction
  • Exploring Robotics: Kinematics, Dynamics, and Physics

📫 How to Reach Me

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  1. DeepMelody-Instrument-Based-Music-Recommendation DeepMelody-Instrument-Based-Music-Recommendation Public

    DeepMelody is a project that focuses on generating personalized music recommendations by analyzing the prominence of individual instruments in audio tracks. Using machine learning techniques, the p…

    Jupyter Notebook 1

  2. Warehouse-Management-System Warehouse-Management-System Public

    WareHouse management system Team CONSOLE

    C++ 1

  3. Aruco_Marker_Distance_Pose_Estimation Aruco_Marker_Distance_Pose_Estimation Public

    Distance measurement using Fiducial marker here ARUCO marker using any camera

    Python 1

  4. Alohomora-Probability-based-Edge-Detection Alohomora-Probability-based-Edge-Detection Public

    This repository contains an implementation of an edge detection algorithm that identifies texture, color, and intensity discontinuities across multiple scales. Essentially, it is a simplified versi…

    Python 1

  5. AutoCalib-Camera-Calibration AutoCalib-Camera-Calibration Public

    AutoCalib-Camera Calibration implements Zhengyou Zhang’s seminal method from scratch. It computes homographies via DLT, extracts initial parameters using SVD, and refines them with MLE to accuratel…

    Python 1