An abnormal detection service 'TDSE Eye' that can be understood in just a little over a minute.
Always providing cutting-edge beneficial image AI technology in a cloud environment! There is an introductory video that fully explains the features!
"TDSE Eye" is an anomaly detection service that streamlines visual inspection tasks, such as equipment maintenance and product quality verification, using AI. The specific areas of the identified images that are abnormal are quantified and can be visualized as a heatmap. Additionally, it is possible to run the AI model built in the cloud on edge devices like PCs that are disconnected from the network. 【Features】 ■ AI model construction without programming (Web interface) ■ Continuously provides cutting-edge beneficial image AI technology in a cloud environment - Anomaly detection AI is built solely on normal images - Allows for visual confirmation of abnormal areas ■ AI model can also be utilized on edge devices like PCs that are disconnected from the network *For more details, please refer to the PDF document or feel free to contact us.
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basic information
【Function】 <Use Case: Building an Anomaly Detection AI to Detect Anomalous Images> ■Required Data ・Normal Images (Training images for the anomaly detection AI) ・Identification Images (Images to be analyzed for anomalies, with unknown status of anomaly/normal) ■Output ・Display identification images in order of anomaly severity ・Visualize anomalous areas with a heatmap (batch prediction) <Use Case: Evaluating the Accuracy of Anomaly Detection AI> ■Required Data ・Normal Images (Training images for the anomaly detection AI) ・Evaluation Images (Images that distinguish between normal and abnormal) ■Output ・Numerical evaluation (false positive rate, false negative rate, ROC curve) *For more details, please refer to the PDF document or feel free to contact us.
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【Usage Example (Partial)】 <Detection of Defective Products on Production Line by Anomaly Detection AI> ■Challenges ・Time and labor costs are high ・Work is dependent on individuals, leading to inconsistencies in inspection quality ■Effects ・Automation by selecting only products that require human inspection through AI ・Consistent inspection quality with AI *For more details, please refer to the PDF document or feel free to contact us.
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We provide comprehensive support for our customers' DX promotion and data utilization. Our support includes analysis by data scientists and engineers from academic backgrounds, assistance with product utilization, and the establishment of data science organizations within our customers' companies, tailored to meet their needs. Please feel free to contact us if you have any requests.