[AI Image Inspection Case] Inspection of Foreign Objects and Dirt on Non-Woven Fabrics
The AI image inspection software detects foreign substances and dirt in non-woven fabric!
We received sample images of non-woven fabric from various manufacturers of textile products and non-woven fabric. This is a request for a free evaluation to find foreign substances and dirt. Sending actual samples has become stricter recently due to compliance and security concerns. If you can send samples to our company, we can verify and provide guidance on aspects such as lighting, cameras, lenses, and the distance to the work. 【Inspection Settings and Results】 Using the 23 images sent, we were able to detect defective areas. The left image shows the annotation work of enclosing the areas we want to detect with rectangles. The right image shows the detection frames of the inspection results. Out of the 23 images, 16 were used as training images. (There are 21 images, and we processed 2 similar NG images at our company.) We evaluated a total of 23 images, consisting of 16 training images (2 OK / 14 NG) and 7 untrained images (1 OK / 6 NG), and we are reporting the results.
basic information
【Software and Equipment Used】 Software Used: DeepSky Learning Version Number of Inspection Points: 1 (Finding foreign objects and dirt from the entire screen)
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Applications/Examples of results
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