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R&D Topics
R&D Topics

Hitachi Achieves State-of-the-Art Performance in the Task of Human-Object Interaction Detection

New deep-learning-based AI model to deeply understand images Hitachi has developed a new deep-learning-based algorithm for the task of human-object interaction detection, which can use not only humans and objects locations but also predict their co-relations in an image, achieving state-of-the-ar...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsAI & Data scienceUrbanPublic sectorMachine learning
Industrial AI Blog
Industrial AI Blog

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...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceDigital service platformsManufacturingDeep learning
Industrial AI Blog
Industrial AI Blog

Predicting the future with connected car data

Yuto Imanishi Research & Development Group, Hitachi, Ltd. Yoichi Iihoshi Research & Development Group, Hitachi, Ltd. Yuki Okuda Technology Development Division, Hitachi Astemo, Ltd. Takashi Okada Technology Development Division, Hitachi Astemo, Ltd. With the recent advances in artificial intellig...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceMobility
Industrial AI Blog
Industrial AI Blog

Smart operation recommender system digitalizing OT knowledge to improve productivity

Daisuke Yagi Research & Development Group, Hitachi, Ltd. Background In the manufacturing industry, production methods can be categorized into two types: discrete manufacturing and process manufacturing. Discrete manufacturing creates products through mechanical processes and assemblies, e.g., aut...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceManufacturing
News Release
News Release

Mitsui Chemicals and Hitachi Start Demonstration Test for Practical Application of MI Technology to Speed Up Materials Development

News release overview Mitsui Chemicals and Hitachi Start Demonstration Test for Practical Application of MI Technology to Speed Up Materials Development Realizing DX in new materials development; Established AI technology to reduce the number of experiments for organic material development by abo...
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News ReleaseAI & Data scienceMeasurement & AnalysesDigital service platformsManufacturingMaterials informaticsNews & EventsNews Release（AI & Data science）News Release（Measurement & Analyses）News Release（Digital service platforms）
Industrial AI Blog
Industrial AI Blog

Digital twin for load monitoring of wind turbine blade

Kazuo Muto Research & Development Group, Hitachi, Ltd. Nobuo Namura Research & Development Group, Hitachi, Ltd. Yosuke Ueki Research & Development Group, Hitachi, Ltd. Norio Takeda Research & Development Group, Hitachi, Ltd. To reduce emission of CO2 and to prevent global warming, it is important...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceEnergyElectricity & PowerDigital twin
R&D Topics
R&D Topics

Hitachi develops training technique to facilitate AI registration of new items in picking robots

Registration of new items in less than one-third the time by obviating re-training for existing items Hitachi, Ltd. has developed a training technique for AI embedded in picking robots found in logistics warehouses. By applying this technique, the time required to register new items can be reduce...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsAI & Data scienceElectronicsControl systems & MechatronicsManufacturingImage analysis/recognitionAutomation
Industrial AI Blog
Industrial AI Blog

Generalizable person re-identification for practical automated video surveillance systems

Masato Tamura Research & Development Group, Hitachi, Ltd. Tomoaki Yoshinaga Research & Development Group, Hitachi, Ltd. The person re-identification (Re-ID) task aims to associate images of the same person across multiple non-overlapping camera networks. Re-ID models typically extract whole body ...
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Industrial AI BlogAI & Data scienceDigital service platformsPublic sectorUrban
R&D Topics
R&D Topics

Development of elemental technologies for automated welding by robots equipped with advanced know-how of skilled welders

Visualizes tacit knowledge of human skills, improves on-site productivity, and supports skill transfer Aiming to improve on-site productivity and deal with a shortage of human resources due to the generational turnover of skilled welders, Hitachi, Ltd. has developed automation technologies for di...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsElectronicsControl systems & MechatronicsManufacturingAutomationMachine learning
R&D Topics
R&D Topics

Development of a prototype system for judging product quality with ink whose color develops at different rates depending on temperature

Helps to realize an environmentally friendly society with less product waste by visualizing quality attributes such as freshness and deterioration Hitachi has developed an ink whose color develops at different speeds depending on surrounding temperature, which can be used to monitor the quality (...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsDigital service platformsMeasurement & AnalysesManufacturingTemperature sensing ink
Industrial AI Blog
Industrial AI Blog

Influence estimation for generative adversarial networks

Naoyuki Terashita Research & Development Group, Hitachi, Ltd. Expanding applications *1, *2 of generative adversarial networks (GANs) makes improving the generative performance of models increasingly crucial. An effective approach to improve machine learning models is to identify training instanc...
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Industrial AI BlogAI & Data science
Insights from AI/Analytics
Insights from AI/Analytics

Multimodality for sustainable coexistence

The transportation sector is at the cusp of significant disruption, with new technologies, services, and business models coming on the scene. It has fundamentally upended the way we look at travel, both as a means of transport and as a holistic mobility experience. Despite the challenges, the sec...
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hitachi-rd-en @ hitachi-rd-en
Insights from AI/AnalyticsAI & Data scienceMobilityMultimodality
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