1. A compute system for scene reconstruction, the compute system comprising: at least one camera; a metadata module to (i) determine a context of at least one image of a scene captured by the at least one camera and (ii) generate metadata for the at least one image that is indicative of the determined context; an anonymization module to anonymize the metadata to generate anonymized data that maintains privacy of the compute system; and a communication module to transmit the anonymized data to a cloud server for multi-dimensional reconstruction of the scene.