Abschlussarbeit NPU-Accelerated AI for Eye Tracking - Algorithm Development & Embedded Deployment
Kusterdingen, BW, Germany
EUR 38K-38K (estimate) Entry-level Full Time
Tasks
- Accelerate algorithm with DSP matrix or NPU units
- Analyze raytracing based eye tracking algorithm
- Approximate or directly accelerate eye tracking computation
- Benchmark algorithm on microcontroller CPU
- Compare approaches for accuracy runtime memory and deployability
- Develop and test neural model approaches
- Document research results and provide development recommendations
- Implement quantize and export models with Python PyTorch and ONNX
- Measure runtime memory accuracy
- Optimize models for target hardware deployment
Perks/Benefits
Skills/Tech-stack
C plus plus | C# | DSP | Embedded AI | Eye-tracking | Machine Learning | Model Quantization | NPU | Neural Networks | ONNX | PyTorch | Python | Ray Tracing | Signal Processing
Education
N/A
Regions
Countries
States
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