Inspection Techniques: Features of DeepSky

Introducing the features of the AI image inspection software "Deepsky"!

DeepSky is an image inspection software that uses so-called AI (Deep Learning). By training it on the parts you want to detect, the software adjusts its own setting parameters and learns to recognize them. Here are three features that specifically differentiate it from traditional methods. *We will use the inspection of washer scratches as an example.* ▼ No need for positioning of the inspection target (Figure 1: No scratches, OK) (Figure 2: Scratches, NG) The fact that positioning is unnecessary means that inspections can be performed with the same settings even if the number of washers on the screen varies. This is effective for inspection targets that are difficult to secure. ▼ Can detect even with changes in brightness (Figure 3) It can detect scratches even when the lighting is this dim. This is effective in cases where it is difficult to suppress reflections from metal parts or when dealing with products that come in multiple colors.

basic information

▼ Additional learning is possible For example, when inspecting a dent (dakon) type of damage, suppose a previously unseen type of damage appears in the image. Since only dent-type damage has been learned, it was not detected. (Figure 4) In such cases, additional learning is necessary. By adding this pressed-type damage to the current settings for learning, it will become detectable. (Figure 5) This is effective for products with multiple criteria or when the areas to be detected vary slightly from one another. *For more details, please refer to the related links or feel free to contact us.*