Master Thesis–Camera und ISP Optimization for AI Classification (m/f/d) / 45630

# Du verfügst bereits über theoretisches Fachwissen und möchtest dieses nun gerne durch praktische Erfahrungen in einem dynamischen Unternehmen ergänzen? Dann unterstütze uns mit deinem Talent und Know-how bei folgenden Aufgabenundamp;amp;nbsp; - Advanced master's studies in Electrical Engineering, Computer Science, Physics, or a comparable technical field - Strong interest or first experience in image processing, computer vision and embedded systems - Programming skills in Python and experience with OpenCV and ML libraries (PyTorch or TensorFlow) - German language is a plus # - Hardware Setup und Baseline: Familiarize yourself with developer boards and cameras to establish a reproducible BSH test environment based on BSH input - Camera und ISP Analysis: Systematically analyze key camera and ISP settings and their sensitivity on pre-trained AI models - Trade-off Evaluation: Assess the impact and relationships between ISP configurations, image compression and resulting AI classification accuracy - Automated Optimization: Develop an automated framework to identify optimized parameter profiles for typical home appliance operating scenarios - Benchmarking und Guidelines: Compare performance gains against default camera configs und document practical integration guidelines for series development # - Unternehmensnahe Bearbeitung aktueller Themenundnbsp; - Persönlicher Ansprechpartner - Wertschätzende Arbeitsatmosphäre​undnbsp;