
Vision & Artificial Intelligence Group
Universidad de Sonora - Automation Manufacturing Technology (ION) - TE Connectivity
TE AI Cup Projects
High Speed Cable Assembly soldering defects detection for DND, Hermosillo, Mexico 2020 Socket Contact Presence / Absence of cross hole for ADM, Hermosillo, Mexico 2020 RF Socket Contact Defects caused by epoxy for DND, Hermosillo, Mexico 2020 20 Position Gateway Header for Automotive, Hermosillo, Mexico 2020 Novel Synthetic Defect Generator for Automotive, Hermosillo, Mexico 2022 Multiclass Defect Inspection with ​Dashboard Analysis for Automotive, Hermosillo, Mexico 2022 Rapid Assembly Verification (RAV) for Sensors, Hermosillo, Mexico 2022 Multiple Molded-cavities Defect Inspection for ADM, Tecate, Mexico 2022 Lite AI Inspection for Digital Microscopes on ​A Microcontroller for ADM, Tijuana, Mexico 2022 12x Faster AI Classification for ​Small Components for Automotive, Hermosillo, Mexico 2022 Live Feedback on AI Defect Location for Manual Operations for DND, Hermosillo, Mexico 2022 Components Assembly Inspection for Automotive, Hermosillo, Mexico 2022 EHS AI Module-sanitary Measures Detector for GLOG, Hermosillo, Mexico 2022 AI Model for Soldering Defect Inspection for High-speed Cables for DND, Hermosillo, Mexico 2023 Components AI Inspection for Soldering Sleeve Products for ADM, Tijuana, Mexico 2023 Machine Control Module Using AI Facial and Gesture Recognition for APL, Collegno, Mexico 2023 Burs/Slivers AI Prediction in Metal Stamped Products for IND, Hermosillo, Mexico 2023 Manual Assembly Data Collection by AI Action Recognition for AMT, Hermosillo, Mexico 2023 AI Pull Test Force Prediction Module for Ultrasonic Welding for Automotive, Empalme, Mexico 2023 AI Optimization for Picking Order Wave Release on Distribution Centers for EPDC, El Paso, US 2023 Hypo Tube Marking AI Inspection for MED, Heredia, Costa Rica 2023 Low-Cost AI 3D Bin Picking Package for AMT, Hermosillo, Mexico 2023 Free-Fall AI Components Verification for DND, Hermosillo, Mexico 2023 Low-Cost AI Vision Sensor for AMT, Hermosillo, Mexico 2023 RushBot: An AI Assistant for Shipment Tracking for HLDC, Hermosillo, Mexico 2023 AI Welding Defect Inspection for MED, Minneapolis, US 2023 AI Damaged Wires Identification for flex wire for IND, Hermosillo, Mexico 2024 AI Segmentation for True Position Inspection for DND, Hermosillo, Mexico 2024 AI Inspection for Quality Assessment on Hot Bar Soldered Conductors for DND, Hermosillo, Mexico 2024 Virtual AI Assistant for Machine Operation using a Large Language Model for CRP, Collegno, Italy, 2024 RFID Travel Tooling Tracking for AI Traceability for DND, Hermosillo, Mexico 2024 AI Optimization for Picking Order Wave Release for ML1, Hermosillo, Mexico 2024 Real-Time AI Translator for Deaf workers for Automotive, Hermosillo, Mexico 2024 AI Inspection for Soldering Quality on for Automotive, Braganza, Brazil, 2024 AI Optical Character Recognition for Stamped C-formed product for Energy, Ciudad Juarez, Mexico, 2024 AI Parameters Control for Sea Connectors Overmolding Process for ADM, Tijuana, Mexico 2024 Augmented Reality (AR) AI Label Verification for Customer Label ML1, Hermosillo, Mexico 2024 Skive Profile Measurement Digitalization & AI of EDM Processes for MED, Heredia, Costa Rica 2024
Supported Projects
Pixel defect and vignetting test on flexible endoscope camera for Pentax medical - June 2020 PCB AI Robotic Inspection for Medical, Empalme, Mexico – September 2021 Filters soldering AI Inspection for Industrial, Hermosillo, Mexico 2021 Metal tube inspection for Medical, Minneapolis, USA 2022 Project Management and Financial dashboard for AMT, Harrisburg, USA 2022 Silicon AI inspection for brake module for Automotive, Empalme, Mexico 2022
Patents & TE IP
US 17/580921 AI Technique for maintaining optimal vision system settings TE-04688 A Novel AI method for low resolution (>100x100 px) defect detection TE-04687 Novel Approach for Rapid Assembly Verification