MRT Drone Inspection

Apply drones with AI techniques in MRT tunnel, platform and bridge to improve the efficiency of inspection.

Reducing inspection time by 70%.

• Task 1. Tunnel Clearance: 
  • Clear tunnels to ensure the safety of subway operations.
• Task 2. Bending Rails Detection:  
  • Check for any bending or deformation on the tracks.
• Task 3. Synthesize Anomalous Data: 
  • Blend normal images and abnormal objects to synthesize anomalous data.
• Task 4. Bridge Inspection:  
  • Detect and recognize the alert information from bridge piers to monitor the displacement

Diffusion in AOI

Design a multi-functional AOI data-augmentation platform to reduce the data collection time by 30~50%.

• Apply diffusion models to generate abnormal images
• Develop data-augmentation platform
• Implement experiments to test the generative images

Optimal parameters  in Factories

Develop AI models to solve the bottlenecks in the manufacturing process.

Automating the overall workflow at least 80%.

• Task 1. Optimal parameters: 
  • Optimal temperature recommendations for boilers.
• Task 2. Optimal parameters: 
  • Optimal production parameters recommendations.
• Task 3. Enhance Order Fill Rate: 
  • Predict the delivery date of products.
• Task 4. Inventory Optimization: 
  • Forecast the demand for the work-in-process.

Low Code/No Code Training Course

Teach internal members how to do their AI projects with tools and LLM.

Highly reduce the communication barriers.

• Lecturer: 
  • Teach basic AI and ML courses for internal members
• Teaching Assistant: 
  • Guide each participant to complete their individual AI projects.
• Course Designer: 
  • Design the courses and textbooks.

Optimal Parameters

"Method for Establishing Temperature prediction Model Heating Temperature Heating Method, and Thermal Circulation System", 2022, TW1783739 B.

• Optimal parameters recommendations for boiler