Synthetic image data generation incorporating user-provided objects and relationships

A non-transitory, computer readable medium including instructions that when executed by at least one processing device, cause the at least one processing device to perform a method comprising:

• providing on a display at least one graphical user interface configured to facilitate generation of a synthetic image dataset including a plurality of images, the at least one graphical user interface including a sample image upload interface configured to enable a user to identify one or more sample images to be uploaded;
• receiving, via a dataset size selector associated with the graphical user interface, a size input from a user indicative of a number of images to generate and include in the plurality of images of the synthetic image dataset;
• uploading the identified one or more sample images;
• analyzing the one or more sample images to automatically identify at least one target object represented in the one or more sample images;
• determining at least one semantic relationship between the at least one target object and one or more additional objects;
• and
• generating the synthetic image dataset including the plurality of images based on the identified at least one target object, the at least one semantic relationship, and the size input.