[AI Image Inspection Case] Identifying Types of Trays
We will conduct inspections to distinguish between five types of trays using AI image inspection software.
The use of dedicated trays to place workpieces in each grid during manufacturing and shipping is commonly seen in various situations. While it can be challenging to position workpieces that move within the tray, our inspection software, DeepSk, can assist with such inspections. In the verification with the images you provided, we set up an inspection using AI with DeepSky to distinguish between five types of trays. We trained the model with 70 images (14 images for each of the 5 types) out of a total of 277 images. 【Inspection Settings and Results】 We inspected a total of 277 images, consisting of 70 training images and 207 untrained images. The red box in the right image shows how many of each tray were detected. In this setup, if Tray 1 is detected once, it is set to "pass." The results showed 4 false detections among the untrained images, while the remaining 273 images were successfully detected. By retraining on the falsely detected images, the inspection accuracy can be further improved. The ability to retrain is a strength of inspection software that uses AI. The initial evaluation report on detection capability is kept simple. 【Software Used】 Software used: DeepSky Learning Edition
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