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hosseinshirali/README.md

Welcome to My GitHub! I'm Hossein Shirali πŸ‘‹

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.

πŸ”§ 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

πŸ“ˆ Some Stats

GitHub Stats

πŸ“« Let's Connect!

Popular repositories

  1. Hosseinshirali Hosseinshirali Public

  2. YOLO-V8-CAM YOLO-V8-CAM Public

    Forked from rigvedrs/YOLO-V8-CAM

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

    Jupyter Notebook