Thorough rule education and complete inspection of all products by dedicated staff. Creation of a large amount of high-quality teacher data quickly and at a low cost.
Since establishing an annotation center at our offshore base, we have received numerous inquiries, primarily from major automotive-related companies. We utilize the know-how gained from our diverse annotation experiences and insights from algorithm design within our company to create high-quality training data quickly and at a low cost. Additionally, we also handle data preprocessing, such as data cleansing. Not only can we perform general data cleansing by removing missing data, but we can also extract and annotate only the data necessary to enhance the detection accuracy of algorithms. ○ Quality Control Japanese staff connect with clients on-site to ensure high quality and consistency in each process. ○ Security We protect highly confidential development information with a multifaceted security system, including employee training and infrastructure development. ○ Tool Development Achievements In cases where clients do not specify or provide tools for annotation, we use our in-house developed tools. Our proprietary tools are specifically designed for annotating image data. To further improve efficiency, we are also working on the development of tools for data cleansing and management.
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basic information
○ Quality Control Japanese staff connect customers with the local site. We achieve high quality and consistency in each process. - Translate the rules provided by the customer on-site - Educate (share) inspectors and workers - Address any questions that arise through QA and confirm with the customer - Share the responses with inspectors and workers in real-time - Conduct a full inspection of all items on-site, and share the inspection results among inspectors in real-time ○ Security We protect highly confidential development information with a multifaceted security system, starting with employee training and infrastructure development. - Employee training - Data management - Work environment ○ Tool Development Achievements In cases where the customer does not specify or provide tools for annotation, we use our in-house developed tools. Our in-house tools are specifically designed for annotating image data and are equipped with the following features to work efficiently: - Simple checks of created data - Object inheritance between images - Commenting, etc. To further enhance efficiency, we are also working on developing tools for data cleansing and management.
Applications/Examples of results
**Main Clients**: Major automotive-related companies, social infrastructure manufacturers, manufacturing equipment manufacturers. I have experience working with images up to 4K resolution. ○ Object Detection (Bounding Box) Target Objects: Multiple classes including people and vehicles Classes: Multiple Annual Volume: 86.4 million images ○ Segmentation Content: Instance segmentation, semantic segmentation Classes: Approximately 10 to 50 Annual Volume: 72,000 images ○ Pose Estimation Target Objects: People, etc. Annual Volume: 800,000 images
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Sanei Hitec Co., Ltd. Company Profile
Introduction to the "AI Design Services" Annotation Business
Company information
Our company has built a track record as a professional group in LSI design, distinguishing ourselves as an independent design specialist firm by having an LSI design environment equivalent to that of our clients and being able to handle the entire process of LSI design, from circuit design to layout and verification, for both analog and digital. Over the past half-century since our founding, the environment surrounding the LSI industry has continued to change, with semiconductor needs constantly expanding across various fields such as home appliances, musical instruments, gaming consoles, smartphones, and automobiles. With the advent of the IoT era, we believe this change will accelerate even further. Therefore, we have established overseas subsidiaries to enhance our responsiveness with a view to global expansion. Furthermore, by maximizing the strengths of our professional group, where 90% of our employees are engineers, we are continuing our efforts toward the future, including a full-scale entry into artificial intelligence (AI) as a new pillar of our engineering business and promoting joint technology development with academia and government, aiming for further evolution as a company that can meet societal expectations and fulfill its responsibilities.