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Thomas Konnemann's Projects

aiocomfoconnect icon aiocomfoconnect

Python AsyncIO Zehnder ComfoConnect LAN C library to interface with ComfoAir Q350/450/600 units.

biojava icon biojava

:book::microscope::coffee: BioJava is an open-source project dedicated to providing a Java framework for processing biological data.

birdnet-pi icon birdnet-pi

A realtime acoustic bird classification system for the Raspberry Pi 4B, 3B+, and 0W2 built on the TFLite version of BirdNET.

dna icon dna

Klassen für die Arbeit mit DNA

doctr icon doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

football_analysis icon football_analysis

This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos

it2school-mirror icon it2school-mirror

IT2School - gemeinsam IT entdecken ist ein OER Unterrichtsmaterial unter CC-BY-SA-NC

kaminari icon kaminari

AS3935 and ESP8266 based Franklin Lightning Detector

mercury icon mercury

Convert Jupyter Notebooks to Web Apps

serious-bg icon serious-bg

The podcasting enabled CMS powering binaergewitter

tennis_analysis icon tennis_analysis

This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.

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