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.