In this repository, staff from the Automation and Control Group, Department for Photonics and Electrical Engineering is providing a collection of project proposals that can be considered for special courses, bachelor projects or master projects.
Each pdf-document corresponds to one project, containing a short description, a required level as well as contact information. In case you are interested in the project, please contact the responsible for further details!
Here is the list of the open projects:
| Number | Title | Tags |
|---|---|---|
| 1 | RumexLeaves: Can we increase robustness using depth? | Domain Adaptation, Multi-modal learning, Few-shot Learning |
| 2 | Agricultural Anomaly Detection Benchmark | Anomaly Detection, Agricultural Benchmark, Computer Vision |
| 3 | Anomaly Segmentation of plants in open-set settings | Anomaly Segmentation, Open-Set, Mixed Crop Settings, Grassland |
| 4 | Binary quantization: how much does it affect performance and accuracy? | Model quantization, Vision Models, Binary quantization |
| 5 | Data-induced early exit models | Dynamic neural networks, early exit models, model compression |
| 6 | Quantization in Vision Models: which architecture is most resilient? | Model quantization, Vision Models, CNNs, Transformers |
| 7 | Object detection as fast as possible (a.k.a. going yolo on YOLO) | Model compression, YOLO, Embedded AI |