TE Connectivity
Monocular Cable Layer Segmentation and Dimension Measurement
This project presented a cross-platform mobile application for industrial cable dimension measurement. The system integrated AI segmentation (trained on a synthetic dataset) and advanced depth sensing, utilizing a multi-sensor fusion pipeline to support both LiDAR and non-LiDAR devices. To further enhance robustness, the team developed an independent calculation framework, effectively mitigating errors from imperfect AI masks. This approach eliminated single-point failures, delivering stable results for professional quality control.
Students
Faculty Adviser(s)
Rania Hussein, Electrical & Computer Engineering
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