[Attention Companies in Okayama Prefecture] AI Development Case Study - AI × Insect Damage Detection -
Detection of insect damage on leaves using AI image diagnosis.
[Features of AI × Inspection] By pre-training the elements that you want the AI to recognize, it is possible to identify elements and count their quantities from images. Additionally, by training the AI on error values such as missing parts or fractures, it can distinguish between good and defective products. Since it is possible to make judgments using images, it is also feasible to assess error values based on temperature differences using thermal cameras.
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basic information
【Usage Examples】 ■Automation of inspections that rely on human eyes, such as visual inspections ■Detection of specific objects within images ■Identification of type, position, and size ■Model construction with minimal training data through transfer learning
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Applications/Examples of results
【Image】 Training Data (Image/Annotation) ↓ Learning the shape of insect damage ↓ Building AI model ↓ Camera monitoring ↓ Detecting and visualizing errors (insect damage)
Company information
Nakashima Systems Co., Ltd. started by leveraging the computer utilization technology and know-how accumulated over many years to develop CAD systems for the design department. Currently, we are steadily progressing as a comprehensive system integrator that handles everything from the development of office systems to implementation and operational consulting. In the future, as networking rapidly advances, we will continue to contribute to our customers as a comprehensive integrator capable of providing total solutions.
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