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maxistrauss/README.md

Hi, I'm Max

Master's student in Computer Science (AI & Data Science) at OTH Regensburg, focused on computer vision.

  • Interests: object detection, multi-object tracking, aerial imagery, vision transformers, infrared / multispectral imaging, generative models

Computer Vision

Project What Tech
Aerial MOT & Speed Estimation Vehicle tracking in drone videos and speed estimation in km/h without telemetry: YOLO11 + BoT-SORT, camera-motion compensation, camera geometry inferred from vehicle sizes – HOTA 0.58 on VisDrone, 1.8 km/h speed error on synthetic oblique scenes PyTorch, YOLO11, OpenCV, ROCm
Road Damage Detection & Classification Crack & pothole detection (YOLO11) and classification with ViT vs. Swin Transformer on RDD2022 – 96 % accuracy PyTorch, YOLO, Transformers
Smart Parking – License Plate Recognition Real-time plate recognition on a Raspberry Pi with YOLOv8 + OCR, MQTT integration YOLOv8, EasyOCR, Raspberry Pi

Machine Learning & Data

Project What Tech
Aluminium Price Forecasting Baselines vs. ML vs. LSTM/GRU/Transformer for metal price returns scikit-learn, XGBoost, PyTorch

Software Engineering

Project What Tech
Muskel Management Gym management web app with payments, 2FA, REST API Spring Boot, Thymeleaf, Docker
Classifieds Platform Classifieds web app on MongoDB Spring Boot, MongoDB
ReversiXT Game AI Team project: AI client for a 2–8 player Reversi variant – Best-Reply Search with alpha-beta pruning and iterative deepening under time limits Java, Gradle
Slot Machine Early Java project: slot machine game with GUI and jackpot Java, Swing

Tech stack

Python · PyTorch · Ultralytics YOLO · OpenCV · Supervision · scikit-learn · Java · Spring Boot · Docker · Git

Pinned Loading

  1. aluminium-price-forecasting aluminium-price-forecasting Public

    Aluminium price forecasting: baselines vs. ML vs. LSTM/GRU/Transformer

    Jupyter Notebook

  2. cps-sose26-strauss cps-sose26-strauss Public

    Smart parking system: license plate recognition (YOLOv8 + OCR) on Raspberry Pi, IoT with MQTT & Node-RED

    Jupyter Notebook

  3. street-damage-detection-classification-hsp street-damage-detection-classification-hsp Public

    Road damage detection (YOLO11) & classification (ViT vs. Swin Transformer) on RDD2022

    TeX