Start with one piece of training data, an image inspection AI package that can be operational the same day!
"Do you have any of these concerns with AI inspection?" "I can't gather thousands of images of defective products." "The development cost of several tens of millions of yen is too high to get approval." "Even if I buy the software, it's difficult to adjust the lighting on-site, so I can't use it." 'Oneshot AI' is an image inspection package that breaks down all these barriers. Its biggest feature is that "only one image is needed for training data." Thanks to the latest anomaly detection algorithms, the AI can be operational within the same day. It includes two modes: an anomaly detection mode that detects "differences from normal products" and a defect detection mode that identifies and counts "specific defects." Moreover, AI engineers provide comprehensive support for "building the optimal camera and lighting setup on-site (optical system setting)," which determines 90% of whether the AI will function effectively. Unlike other vendors who leave everything to the site, we guarantee reliable operation. By narrowing down the conditions to "an environment with minimal disturbances," we achieve overwhelming low prices and rapid implementation. First, we will conduct a "free diagnosis (triage)" to test your company's parts and see if this package can solve your issues.
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basic information
【Basic Package Configuration】 - Inference PC (optimized according to the customer's takt time requirements) - Image inspection AI software (Oneshot AI license) - Set of industrial cameras and optimal lighting equipment - Optical system construction and on-site tuning work 【Inspection Modes】 - Anomaly detection - Defect detection and counting 【Estimated Inspection Takt Time】 - Approximately 0.1 seconds per piece (Note: This is when equipped with a high-end GPU. It may vary depending on the workpiece and conditions) 【Support System】 - Our engineers will complete the optical system construction and AI tuning on-site during implementation. - In principle, it is a "one-time purchase." If re-adjustment is needed due to environmental changes after implementation (such as lighting degradation or external light), it will be handled as a paid spot service. - We will also respond flexibly to software and hardware customization requests.
Price information
【Introduction Package】 Set: 3 million yen and up (excluding tax) *The above includes all hardware (PC, camera, lighting, etc.), software licenses, and costs for optical system setup and initial tuning on-site. *Prices may vary depending on the difficulty of the target work and the required takt time (PC specifications). Please request a detailed estimate.
Price range
P5
Delivery Time
P4
Applications/Examples of results
【Main Inspection Applications】 - Inspection of scratches, dents, and rust on metal parts - Inspection of short shots, burrs, and black spots on resin molded products - Inspection of foreign matter contamination, cracks, chips, and packaging defects in food - Inspection of missing parts, floating, and misalignment in electronic components 【Free On-Site Testing Available】 For companies wondering, "Can we evaluate our parts too?" Our engineers will bring a full set of testing equipment to your factory for free and conduct a judgment test next to the actual production line in just 30 minutes. Please feel free to contact us first.
Company information
Our company is engaged in AI development and consulting services, as well as career coaching for engineers. We thoroughly confront on-site challenges and achieve AI development that steadily delivers results through a small start. We fill the gap where existing products cannot meet your needs, and zero-based development is too costly to pursue. We provide comprehensive support from problem creation to resolution.





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