The required period is 3 months! We will introduce a case where a model was trained using a dataset!
As a challenge, it was pointed out that "we want to use AI (OpenPose) for human skeletal authentication, but using the existing fisheye lens (full-surround lens) camera significantly reduces the accuracy of the AI (skeletal authentication)." In response, our company considered the development policy and created a training dataset. After training the model using the dataset, we conducted learning evaluation, judgment result evaluation, and tuning. 【Case Overview】 ■Challenge - We want to use AI for human skeletal authentication, but using the existing fisheye lens camera significantly reduces the accuracy of skeletal authentication. - Images taken with a full-surround lens can only recognize skeletal features within a 45° range directly above. ■Tasks - Consideration of development policy - Creation of training dataset - Model training, evaluation, and tuning *For more details, please refer to the PDF document or feel free to contact us.
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basic information
【Case Summary】 ■Procedure - Understanding the issues and environment - Considering the development policy - Creating the training dataset - Building the model (training) - Evaluation and reporting ■Deliverables - Design document - Test specification document - Source code - Reference materials (training data, recognition confirmation videos, recognition confirmation result texts) ■Man-hours - 3 person-months, required duration: 3 months *For more details, please refer to the PDF document or feel free to contact us.
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For more details, please refer to the PDF document or feel free to contact us.
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Company information
【Company Introduction】 TechnoPro Design Co., Ltd. is a core company within the TechnoPro Group, the largest technical staffing service segment in Japan, boasting over 7,000 technical employees. We provide professional services such as engineering, contracting, and technical consulting, primarily in the manufacturing industry, focusing on technical areas such as AI/data science, control systems, mechanical design, and hardware and software development. We help our clients, including information industries, public and private research institutions, and university laboratories, solve a wide range of challenges they face. 【Provided Solutions】 ■ AI and Data Science ■ Cloud Services ■ Cybersecurity ■ Mechanical System Design ■ 5G/6G Networks