TCS’ Machine Vision platform includes the following key features:
Prioritization module: It has a configurable prioritization module for both asset inspection and vegetation management that enables utilities to zero in on assets and corridors based on defined business rules.
Image capture and edge analytics: It also includes protocols for image capture and automated ingestion of RGB, LiDAR, thermal, and satellite imagery, with auto rejection of non-conforming images.
Integrated map-view and work force management: TCS’ Machine Vision platform comes with role-based access for workorder generation, supervisor allocation, field inspection, and image upload. An in-built map supports visualization and can be accessed through a web browser, tablet or mobile device.
AI-ML models: The patented AI-ML Models in the platform can automatically identify, segregate and label individual assets after detecting damages and anomalies. Numeric values are assigned to assets based on the damage severity for data-driven prioritization of repair/replacement work.
Encroachment detection: The solution automatically identifies vegetation growth patterns and encroachments from 3D point clouds, drones and satellite imagery.