Giter VIP home page Giter VIP logo

Welcome to My GitHub! I'm Hossein Shirali 👋

I'm a Ph.D. Candidate at the Karlsruhe Institute of Technology (KIT), where I specialize in leveraging cutting-edge deep learning and computer vision techniques for environmental and biodiversity research. With a focus on invertebrate species identification and biomass estimation, my work stands at the intersection of technology and environmental science, aiming to advance non-invasive species analysis through innovative technological solutions.

🌱 What I'm Focused On

  • Image Processing & Machine Learning: Implementing ML models for species identification and developing biomass estimation techniques from imagery.
  • Environmental Research: Combining technology and environmental science for sustainable and non-invasive ecological studies.
  • Optimization & Automation: Enhancing efficiency in various domains through automation and optimization algorithms.

🔧 Skills & Tools

Programming Languages

Python

Libraries & Frameworks

NumPy Pandas Matplotlib OpenCV TensorFlow Keras Scikit-Learn PyTorch

Collaboration & Version Control

Git GitHub

Containerization & Orchestration

Docker Kubernetes

Additional Tools

Jupyter PyCharm Visual Studio Code Microsoft Power Platform Office Google Colab

📈 Some Stats

GitHub Stats

📫 Let's Connect!

Hossein's Projects

yolo-v8-cam icon yolo-v8-cam

Wanna know what your model sees? Here's a package for applying EigenCAM on the new YOLO V8 model

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.