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AI & Computer Vision · Developer

Portrait of Mirko Lehn

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About Me

Hi, i’m a computer vision and AI enthusiast with a passion for exploring both the impressive strengths and the amusing weaknesses of intelligent systems. I recently completed my studies in computer science; I’m married and a proud father of two. I enjoy synth music, pen & paper role-playing, and the collectible card game "Magic: The Gathering".

Educational Degrees

2010–2012 · Erasmus-Kittler-Schule (Technical College)
64295 Darmstadt
· Technical college entrance qualification (computer science)


2014–2025 · THM – University of Applied Sciences
35390 Gießen
· Bachelor’s Degree in Computer Science
· Master’s Degree in Computer Science

Final project in my studies

During my final year I contributed to a research project on AI-assisted automated weed control in grassland. The goal is to reduce the need for herbicides by using deep learning to detect invasive plants and then remove them in an environmentally friendly way. My work focused on creating training data — from real field images to synthetic data and generative methods — and on training and evaluating neural networks for reliable plant detection. In my thesis, I developed a pre-trained deep learning model that can be fine-tuned to various target plants using few-shot learning based on general grassland knowledge.

to the KIhUG Project --- download my Thesis here

Skills

Python
Python
PyTorch
PyTorch
Keras
Keras
C++
C++
JavaScript
JavaScript
HTML5
HTML5
CSS
CSS
AWS
CSS
Laravel
CSS
Git

Projects

  • Android App for mushroom classification GitHub
  • Retro dxBall game - A.I. autoplay GitHub
  • Puzzlebox solver - Brute Force GitHub

Find me on GitHub

Contact

Reach me at lehn.mirko@gmail.com

Impressum / Legal Notice

Responsible according to § 5 TMG as well as § 55 Abs. 2 RStV:

Mirko Lehn
Ludwigsplatz 11
35390 Giessen
Germany
Contact: lehn.mirko@gmail.com