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📷 Computer-Vision

A powerful and versatile Python-based project for advanced computer vision tasks, built with Python, OpenCV, TensorFlow, and PyTorch.


🎯 Project Overview

Computer-Vision is a cutting-edge project designed to explore and implement advanced computer vision techniques. This repository offers a comprehensive suite of tools and algorithms for tasks ranging from basic image processing to sophisticated machine learning applications, ideal for researchers, developers, and enthusiasts.

🔥 Highlights:

  • 🚀 State-of-the-art Algorithms for image recognition and classification
  • 📹 Real-time Video Processing capabilities
  • 📚 Extensive Documentation for seamless adoption
  • 🧩 Modular and Scalable Design

✨ Key Features

  • 🌟 Advanced Image and Video Processing
  • 🤖 Integration with Machine Learning Frameworks (TensorFlow, PyTorch)
  • Highly Customizable solutions
  • 🔄 Real-time Analysis for dynamic applications
  • 📊 Analytics and Visualization Tools
  • 🛠️ Modular Architecture for easy integration

📸 Screenshots

Basic Object Detection Image Processing Video Analysis Visualization Dashboard


🛠️ Tech Stack

Technology Description
Python Core programming language
OpenCV Image and video processing
TensorFlow Machine learning framework
PyTorch Deep learning framework

🚀 Quick Start

🔧 Prerequisites

  • Python 3.8 or above
  • pip (Python package manager)
  • Git

🧩 Installation Steps

git clone https://github.com/Pratik-1213/Computer-Vision.git
cd Computer-Vision
pip install -r requirements.txt

🛠️ Run the Project

  1. Clone the repository as shown above
  2. Install dependencies using the requirements.txt file
  3. Run an example script to test the setup:
    python examples/example_script.py

📊 Project Stats

Metric Value
⭐ Stars GitHub stars
🍴 Forks GitHub forks
🐞 Issues GitHub issues
🧠 Top Language GitHub language

🏆 Recognition

  • Awesome Project
  • Recommended

🤝 Contributing

Contributions, feedback, and ideas are highly encouraged!
Please create an issue or submit a pull request to suggest improvements or report bugs.


📬 Connect with Me

LinkedIn
GitHub


💡 Made with passion for computer vision by Pratik Sachin Kumbhar.

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  • Python 74.5%
  • C++ 25.5%