Automation Taipei 2020
Demonstrating digital images through process integration of hyperspectral cameras, 3D cameras, Flir thermal imaging cameras, 2D color cameras and capture cameras
Greenhouse Instrumentation and Control Project of Academia Sinica Agricultural and Biological Research Center
Greenhouse instrumentation project: Integrate hyperspectral cameras, 3D cameras, Flir thermal imaging cameras, and 2D color cameras, store the captured data in the database, and use PLC to control the gantry to collect plant data at fixed times and points, and analyze the hyperspectral data of plants through PlantCV
Greenhouse Instrumentation and Control Project of Academia Sinica Agricultural and Biological Research Center
Greenhouse instrumentation project: Integrate hyperspectral cameras, 3D cameras, Flir thermal imaging cameras, and 2D color cameras, store the captured data in the database, and use PLC to control the gantry to collect plant data at fixed times and points, and analyze the hyperspectral data of plants through PlantCV
Handmade Paper Factory Paper Measurement Project
Four waterproof and dustproof IDS high-resolution color cameras are installed at the entrance and exit of the paper heating process machine to measure the paper.
Molicel Technology Round Battery Visual Inspection Project
Use 3 Sentech industrial cameras to check whether the blue cover of the battery cover is intact and whether the upper edge of the battery is damaged.
Automation Taipei 2019
Using Hiwin Robotic Arm and Halcon Image Processing to Implement Random Pick and Place
Optical Positioning Analysis Project
Optically locate the position of the capacitor cover and send the determined position to the machine via Modbus for the machine to pick and place materials.
Optical Positioning Analysis Project
Optically locate the position of the capacitor cover and send the determined position to the machine via Modbus for the machine to pick and place materials.
Screw sorting machine visual inspection program
Using four cameras to detect internal thread defects in nuts
Internal surface defect detection of canned beverages
Integrate IDS industrial cameras with LabView system, develop visual inspection function library with Halcon, and provide it to LabView system for calling
Internal surface defect detection of canned beverages
Integrate IDS industrial cameras with LabView system, develop visual inspection function library with Halcon, and provide it to LabView system for calling
Precision Visual Inspection
12+ years optimizing production efficiency.
Expertise in Image Processing and Computer Vision
Add components without sending additional client-side JavaScript. Built on the latest React features.Proficient in image processing, computer vision, and machine learning, with expertise in OpenCV, TensorFlow, structured light, SfM, and STN. Experienced in optical calibration, image alignment, and object recognition, effectively enhancing the accuracy and performance of vision systems.
Cross-Disciplinary System Integration and Efficient Development
Skilled in multiple technology stacks, including Python, C#, Node.js, Next.js, and React, with deep knowledge of Modbus, WebRTC, and OCPP protocols. Experienced in PyQt/PySide6 for UI development, seamlessly integrating machine vision, industrial automation, and web applications to deliver comprehensive solutions.
Intelligent Control and AI Optimization
Developed AI-driven optimization for a five-axis motion control platform, utilizing reinforcement learning and predictive AI models to fine-tune mirror reflections and improve beam alignment. Capable of designing intelligent control algorithms based on sensor data and image feedback to enhance system stability and precision.