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FRFraunhofer-Gesellschaft

Master's Thesis: Detection of Suggestive Poses and Facial Expressions(m/w/x)

Darmstadt
Full-timeInternshipOn-site

Researching detection of erotic/pornographic poses and facial expressions using CNNs and Vision Transformers at application-oriented research organization. Good machine learning and neural network training knowledge required, with willingness to work with sensitive material essential. Independent research project with academic supervision.

Requirements

  • Good knowledge in machine learning and neural network training
  • Good Python skills, preferably PyTorch experience
  • Ideally, knowledge in computer vision and object detection/segmentation
  • Motivation for independent research into new topics
  • Willingness to work with erotic/pornographic material
  • Interest in scientific research

Tasks

  • Analyze existing datasets
  • Build a dataset for classifying poses and facial expressions
  • Classify poses and facial expressions using new approaches
  • Detect erotic and pornographic facial expressions using new approaches
  • Train CNNs and Vision Transformers
  • Evaluate models for classifying poses and facial expressions
  • Evaluate models for classifying image types (pornographic, erotic, normal)
  • Evaluate trained models using suitable datasets

Education

  • Currently in higher educationOR
  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • machine learning
  • neural networks
  • Python
  • PyTorch
  • computer vision
  • object detection
  • segmentation
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