Abstract: A system for image-based validation of a target object relative to a 3D control model is configured to retrieve a 3D control model, identify coordinates for each of the components, determine virtual camera locations using a camera placement algorithm to enable a multi-view image capture of all the components of the 3D control model, position virtual cameras at the determined camera locations, capture, by real-life cameras positioned at real-life camera locations respectively corresponding to the virtual camera locations, a 3D target model of the target object, receive the 3D target model captured by the real-life cameras, generate 2D target planar images of the target object, generate 2D control planar images of the control object, detect at least one difference between the 2D target planar images and the 2D control planar images, generate a validation output indicating the at least one difference, and output the validation output.

Abstract: A system for image-based validation of a target object relative to a 3D control model is configured to retrieve a 3D control model, identify coordinates for each of the components, determine virtual camera locations using a camera placement algorithm to enable a multi-view image capture of all the components of the 3D control model, position virtual cameras at the determined camera locations, capture, by real-life cameras positioned at real-life camera locations respectively corresponding to the virtual camera locations, a 3D target model of the target object, receive the 3D target model captured by the real-life cameras, generate 2D target planar images of the target object, generate 2D control planar images of the control object, detect at least one difference between the 2D target planar images and the 2D control planar images, generate a validation output indicating the at least one difference, and output the validation output.