Automating the creation of large amounts of training data with AI: "Automated Annotation Service"
We will achieve a reduction in the development period and costs of image recognition AI.
■Do you have any of these concerns? - It takes a long time to create training data for AI development. - Struggling with a shortage of manpower for annotation tasks. - High outsourcing costs make it difficult to create large datasets. - Want to efficiently create data for semantic segmentation. - Want to reduce the workload for object detection (bounding boxes). - There is a shortage of training data for AI in autonomous driving and manufacturing. - Want to prepare the training data necessary for improving AI model accuracy in a short period. - Want to shorten the duration of AI development projects. Our automatic annotation service can solve these problems! This service takes your training specifications and the target image data for training, and automatically creates high-precision training data using AI. ■Features of the Automatic Annotation Service ✓ AI automatically generates training data. ✓ Supports semantic segmentation and object detection. ✓ Capable of high-precision and large-scale creation. ✓ Shortens AI development time.
basic information
■What is Annotation in AI Development Annotation refers to the process of adding meaning (tags/labels) to the data that you want the AI to learn from, thereby creating correct data. This serves as the foundational data for the AI model to learn from and is an essential step to ensure the model learns correctly through machine learning. The quality of the annotation is crucial as it can influence the performance of the AI model. ■Benefits of Automating Annotation <Cost Reduction> Creating a large amount of training data requires a significant amount of manpower. By automating this process, labor costs associated with manual work can be reduced. The more data you handle, the greater the cost-saving effect. <Efficiency in AI Development> By automating the creation of training data, you can prepare a large volume of high-quality learning data in a short period without variability, ultimately contributing to the efficiency of AI development. ■Three Features of Automated Annotation Tools and Services - Automatically create high-precision training data - Support automation of semantic segmentation and bounding boxes - Significantly reduce the time for automatic generation, achieving world-class accuracy for training data
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Please feel free to contact us with any questions or for a quote. Our products and services are sold to businesses, organizations, and corporations.
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Applications/Examples of results
■Introduction of Achievements - Provision of Automated Annotation Tools to Annotation Service Companies In November 2023, our company announced a collaboration with TT PM Co., Ltd. in the annotation service for creating training data used in AI (Artificial Intelligence) machine learning. This service provides an automated annotation tool that can generate large amounts of high-quality training data in a short time, which determines the quality of AI. ■Usage Scenarios for Automated Annotation Services - Automotive (e.g., autonomous driving): Supports road surface recognition for vehicles with segmentation - Security: Supports person detection for surveillance cameras with bounding boxes - Medical: Supports cell recognition in pathological images with segmentation
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We will provide optimal solutions that contribute to our customers' businesses through our "extensive experience and achievements accumulated over many years" and "high technical capabilities" in the fields of embedded and LSI design.