Patent ID: 11868889
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. In a digital medium environment for detecting objects in digital images, a system comprising:
means for detecting objects in digital images that an object detection network is untrained to detect, the object detection network trained by concept conditioning based on an object data set of identified object classes and based on word embedding concepts, the object detection network configured to generalize to untrained object classes by the concept conditioning;
means for obtaining an input digital image that depicts image objects, the object detection network being untrained to detect a particular image object depicted in the input digital image;
means for receiving an object search concept as a word input from which a word embedding is generated, the object search concept related to the particular image object depicted in the input digital image, the word embedding indicating a relationship between the object search concept and different word-based concepts;
means for detecting a region of the input digital image that depicts the particular image object based at least in part on the word embedding that correlates the object search concept with the particular image object; and
means for generating an output digital image from the input digital image and the word embedding, the output digital image depicting one or more indications of object detection results that denote regions of the input digital image, including at least an indication of the particular image object corresponding to the object search concept.