- Media recognition
Technology for analyzing actions involving tools
It is possible to recognize detailed work processes from the video and identify bottlenecks and mistakes in the work.
- Even in the same posture, it is possible to distinguish actions such as “screwing with a screwdriver” or “fitting parts” based on the tools being used or the items being held and measure the working time accordingly.
- Compared to action recognition methods that use large-scale models to process video directly, this approach is lightweight and allows a single PC to process footage from multiple cameras simultaneously.
Applications
- General analysis of work details using images
Benchmarks, strengths, and track record
- A unique method that can be introduced into existing techniques using only skeletal information to achieve higher accuracy.
- Evaluation using public datasets confirmed a significant improvement in the recognition performance of actions involving tools.
- Compared to methods that process video directly, this approach allows for faster processing.
Inquiries
Contact the Toshiba Corporate Research & Development Center
Please include the title “Toshiba AI Technology Catalog: Technology for analyzing actions involving tools” or the URL in the inquiry text.
Please note that because this technology is currently the subject of R&D activities, immediate responses to inquiries may not be possible.
