[AI Image Inspection Case] Counting of Parts
Counting parts with AI image inspection software!
We have received inquiries about counting numbers in various industries. This time, the inquiry comes from a manufacturer that produces tools and machine tools. They would like to determine if a set number of three types of parts is present, considering various orientations and overlaps. 【Inspection Settings and Results】 Using DeepSky's inspection capabilities, we have made it possible to make determinations even in cases of various "orientations," "overlaps," and "mixing of different items." However, there were instances of misjudgment depending on the degree of overlap, indicating that improvements and considerations are needed regarding the annotation methods for training the system. As an initial free evaluation, we will provide a simple report on whether inspection is possible. After that, we conduct detailed verification and proposals based on specific operational methods. Recently, we completed software for counting while operating a conveyor in conjunction with DeepSky inspection. It is evolving to be more user-friendly daily based on customer requests.
basic information
【Software and Equipment Used】 Software Used: DeepSky Field of View: 280x 200mm Minimum Size of Inspection Target: 8mm Number of Inspection Points: 1 overall (10 to 30 workpieces) Camera Resolution: 1.3 million pixels Lens Focal Length: 6mm Distance Between Lens and Product: 330mm Lighting: Indoor lighting
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