Information processing device, determination method, molding defect inspection device, molding device, and method for manufacturing product

A determination method for determining necessity/note-necessity of adjustment of conditions for inspecting molding defects of a molded composition on a substrate for which a molding process for molding the composition the substrate is performed using a mold, the determination method comprising;

• acquiring an image of the molded composition on the substrate;
• performing inspection of the molding defects of the molded composition from the image acquired in the acquiring of an image using a machine learning model;
• acquiring information relating to a molding defect of the composition on a reference substrate that is the substrate for which the molding process has been performed at least in a part and serves a a reference for the determination of necessity/non-necessity;
• and
• comparing an inspection result acquired by inspecting the rnolding defects of the molded composition on the reference substrate in the performing of inspection with the information relating to a molding defect of the composition that is acquired in the acquiring of information and determining necessity/non-necessity of the adjustment of the conditions of the inspection based on a result of the comparison.

A molding defect inspection device comprising;

• an imaging unit configured to capture an image of a molded composition on a substrate:
• and
• an information processing device determining necessity/non-necessity of adjustment of conditions for inspecting molding defects of the molded composition on a substrate for which a molding process Jr molding the composition on the substrate is performed using, a mold,
• therein the information processing device includes;
• an image acquiring unit configured to acquire, an image of the molded composition on the substrate;
• an inspection unit configured to perform inspection of the molding defects of the molded composition from the image acquired by the image acquiring unit using a machine learning model;
• an information acquiring unit configured to acquire information relating to a molding defect of the composition on a reference substrate that is a substrate for which the molding process has been performed at least in a part and serves as a reference for the determination of necessity/non-necessity;
• and
• a determination unit configured to compare an inspection result acquired by inspecting the molding defects of the composition on the reference substrate using the inspection unit with the information relating to a molding defect of the composition that is acquired by the information acquiring unit and determine necessity/non-necessity of the adjustment of the conditions of the inspection based on a result of the comparison.

A molding device comprising a molding defect inspection device and molding a composition on a substrate using a mold,

• wherein the molding defect inspection device includes:
• an imaging unit configured to capture an image of the molded composition on the substrate:
• and
• an information processing device determining necessity/non-necessity of adjustment of conditions for inspecting molding defects of the molded composition on substrate for which a molding process for molding the composition on the substrate is performed using a mold, and wherein the information processing device includes:
• an image acquiring unit configured to acquire an image of the molded composition on the substrate;
• an inspection unit configured to perform inspection of the molding defects of the molded composition from the image acquired by the image acquiring unit using a machine learning model;
• an information acquiring unit configured to acquire information relating to a molding defect of the composition of a reference substrate that is the substrate for which the molding process has been performed at least in a part and serves as a reference for the determination of necessity/non-necessity;
• and
• a determination unit configured to compare an inspection result acquired by inspecting the molding defects of the molded composition in the reference substrate using the inspection unit with the information relating to a molding defect of the composition that is acquired by the information acquiring unit and determine necessity non-necessity of the adjustment of the conditions of the inspection based on a result of the comparison.

A method for manufacturing a product, the method comprising:

• molding a composition on a substrate using a molding device that molds the composition on the substrate using a mold;
• performing inspection of molding defects a composition on the substrate on which the composition is molded in the molding of a composition;
• and
• processing the substrate on which the composition is molded in the molding of a composition,
• wherein a product is manufactured from the processed substrate,
• wherein the molding device has a molding defect inspection device,
• the molding defect inspection device including:
• an imaging unit configured to capture an image of the molded composition on the substrate;
• and
• an information processing device determining necessity/non-necessity of adjustment of conditions for inspecting the molding defects of the molded composition on a substrate for which a molding process for molding the composition on the substrate is performed using a mold, and
• wherein the information processing device includes:
• an image acquiring unit configured to acquire an image of the molded composition on the substrate;
• an inspection unit configured to perform inspection of the molding defects of the molded composition from the image acquired by the image acquiring, unit using, a machine learning model;
• an information acquiring unit configured to acquire information relating to a molding defect of the composition of a. reference substrate that is the substrate for which the molding process has been performed at least in a part and serves as a reference for the determination of necessity/non-necessity;
• and
• a determination unit configured to compare an inspection result acquired by inspecting the molding defects of the molded. composition on the reference substrate using the inspection unit with the information relating to a molding defect of the composition that is acquired by the information acquiring unit and determine necessity/non-necessity of the adjustment of the conditions of the inspection based on a result of the comparison.

A non-transitory computer-readable storage medium storing a program for causing a computer to execute a determination method for determining necessity/non-necessity of adjustment of conditions for inspecting molding defects of a molded composition on a substrate for which a molding process for molding the composition on the substrate is performed using a mold, the determination method including:

• acquiring an image of the molded composition on the substrate;
• performing inspection of the molding defects of the molded composition from the image acquired in the acquiring of an image using a machine learning model;
• acquiring information relating to a molding defect of the composition on a reference substrate that is a substrate for which the molding process has been performed at least in a part and serves as a reference for the determination of necessity/non-necessity;
• and
• comparing an inspection result acquired by inspecting the molding defects of the molded composition on the reference substrate in the performing of inspection with the information relating to a molding defect of the composition that is acquired in the acquiring of information and determining necessity/non-necessity of the adjustment of the conditions of the inspection based on a result of the comparison.