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Numerische Algorithmen für Computer Vision und Maschinelles Lernen

IN2384Elective Modules5 ECTSEnglishwinter semesterDepartment Computer Engineering
AI-edited module sheet. Based on the TUMonline module description, edited for readability.Original in TUMonline

What it is about

You learn numerical methods that are frequently used in computer vision and machine learning, including modeling of practical problems. In the end you will be able to implement basic algorithms, assess their strengths and weaknesses, and choose appropriate methods for solving concrete CV-/ML tasks.

What you will be able to do

  • implement numerical algorithms
  • assess the strengths and weaknesses of methods
  • select suitable algorithms for CV and ML problems
  • numerically model problems in CV and ML

What the module consists of

  • VorlesungVermittlung der wichtigsten Konzepte
  • Übungen / Praktische EinheitenVertiefung durch Übungsaufgaben, Diskussionen und Programmieraufgaben

Teaching method

  • VorlesungEinführung und Erklärung der zentralen Konzepte
  • Übungen mit ProgrammieraufgabenPraktische Vertiefung und Anwendung des Gelernten; Verständnisförderung durch Aufgaben und Diskussion
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Official page in TUMonline · Details are not binding.