We will solve the shortage of defective product data for training appearance inspection AI and support performance improvement.
The "Anomaly Generator" is an application that can quickly and freely generate images of defective products from various items. By utilizing generative AI to create diverse training data and comprehensive evaluation data, it addresses the issue of insufficient defective product data, enabling the early launch and accuracy improvement of appearance inspection systems. Additionally, it allows users to specify areas or edges where defects are to be generated, enabling defects to occur at targeted locations. In particular, defects such as chips and slices can be generated using the edge defect generation feature. 【Features】 ■ Realistic image quality comparable to actual products ■ Generation of diverse and comprehensive defects ■ Targeted positioning of desired defects *For more details, please download the PDF or feel free to contact us.
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basic information
【Function List】 ■Centralized data management ■Annotation by defect mode ■AI automatic painting ■Edge generation feature ■Property range specification ■Two types of generative AI *For more details, please download the PDF or feel free to contact us.
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【Such Issues】 ■ Collecting sufficient defective data for the training and evaluation of inspection AI takes too much time. ■ It is necessary to prepare data every time a new product line is launched. ■ It is not possible to artificially create defective data with comprehensive properties. *For more details, please download the PDF or feel free to contact us.
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Company information
Our company, as a specialist in generative AI in Japan, provides solutions that combine suitable AI modules for each application while collaborating with companies in various fields. Since our establishment in 2017, we have continued research and development of various generative AI technologies, including GAN (Generative Adversarial Networks), which is the core technology for generating synthetic data, and we have developed a generative AI platform consisting of our unique AI module group. We aim to create a society where data generated by AI is utilized daily by everyone, just like essential resources such as water and electricity. To achieve such a society, we will continue to provide new solutions across various industrial sectors. Please feel free to contact us if you have any inquiries.