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

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• 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

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• Unternehmensnahe Bearbeitung aktueller Themenundnbsp;

• Persönlicher Ansprechpartner

• Wertschätzende Arbeitsatmosphäre​undnbsp;