- Anomaly detection
Power transmission line abnormality detection technology using image generation
Applications
- Inspections of power transmission line networks by power companies
- Inspections of social infrastructures and responding to deterioration
Benchmarks, strengths, and track record
- Trial introduction in the periodic inspection of overhead wires using a “drone-based inspection support system”
- Increases quality of generated images using original GAN technology.
Inquiries
Toshiba Digital Solutions Corporation
Toshiba analytics AI service “SATLYS” (in Japanese)
References:
- Hidemasa Ito et.al.; Deep Learning Data Augmentation Technique to Improve Image Recognition Accuracy”, Toshiba Review, Vol. 72, No. 4, 2017. (PDF)
- “Automatic generation of training images” (Toshiba Digital Solutions Corporation) (in Japanese)
