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Hi there, I'm Jonathan šŸ‘‹

Software Developer and Maker who has acquired a versatile skillset in various challanging projects at work and in my free time. Doing so, I learn new things with enthusiasm.

My interests include computer vision, sensors, cloud computing, edge computing, automatization, technology in agriculture, (I)IoT, machine learning and much more.

  • šŸ”­ Iā€™m currently working on Searchwing
  • šŸŒ± Iā€™m currently learning Kotlin, Java
  • šŸ’¬ Ask me about visual detection and tracking of small objects and birds in particular.
  • āš” Fun fact: I partly live on a boat.

Languages

Python Java Kotlin

Technologies

Linux OpenCV Docker Ansible Espressif Proxmox Pandas Vue JS Streamlit ScikitLEarn

Software

IntelliJ IDEA PyCharm Obsidian Overleaf

Projects

FIDS Open Research Lab

Artistic research boat equipped with various sensors and a high-resolution camera for automatic machine learning-based bird detection and tracking. Results are translated to sentences and displayed on a Flight Information Display System from an airport which is mounted to the back of the boat. https://fids-openresearchlab.org/

Jotis's Projects

kmonad-contrib icon kmonad-contrib

A repository of community configurations, as well as other bits and bobs

mega.pytorch icon mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

python-opencv-cuda icon python-opencv-cuda

custom opencv_contrib module which exposes opencv cuda optical flow methods with python bindings

sahi icon sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

trackeval icon trackeval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

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