Abstract: An etching processing system includes a memory, and a processor coupled to the memory and configured to predict etching quality of a substrate by inputting image data of the substrate into a trained model trained by using training data in which image data of substrates captured by an imaging device arranged on a transfer path of the substrates and information for predicting etching quality of the substrates are associated with each other.

Abstract: A substrate processing apparatus includes: an imaging portion configured to acquire a surface image of a film formed on a surface of a substrate; an optical property estimation portion configured to estimate an optical property of the film based on process information acquired during formation of the film; and a film thickness estimation portion configured to estimate a film thickness of the film based on the surface image and an estimation result of the optical property.