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Deep learning

Applying deep learning to sensor data to support workers in manufacturing

Yuichi Sakurai Research & Development Group, Hitachi, Ltd. Background With many developed nations facing an aging society, the manufacturing industry is facing a workforce shortage. The situation has been further aggravated by the current corona virus pandemic. Thus, the demand for maximizing eff...

hitachi-rd-en @ hitachi-rd-en

Industrial AI Blog AI & Data science Measurement & Analyses Manufacturing Deep learning

Industrial safety gear monitoring using deep learning

Manikandan Ravikiran R&D Centre, Hitachi India Pvt Ltd. Background Safety gear such as hardhats, vests, gloves, and goggles play an important role in preventing injury or accidents in work environments. Moreover, monitoring the use of the safety gear improves compliance to safety rules and regula...

hitachi-rd-en @ hitachi-rd-en

Industrial AI Blog AI & Data science Digital service platforms Manufacturing Deep learning

Development of image compression technology based on deep learning aiming for high perceptual image quality under an ultra-low-bitrate condition

Optimizing compression and decompression for each region in an image by importance of texture and detailed structure Hitachi, Ltd. has developed an image compression technology optimized for each region in an image based on deep learning with the aim of efficiently utilizing vast quantities of im...

hitachi-rd-en @ hitachi-rd-en

R&D Topics AI & Data science Deep learning Image analysis/recognition

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