Patent ID: 11961218
Assignee: ZEBRA TECHNOLOGIES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A machine vision method for automatically generating one or more machine vision jobs based on region of interests (ROIs) of digital images, the machine vision method comprising:
configuring a machine vision tool for capturing an image identifier (ID);
loading a plurality of training images, each training image depicting the image ID;
labeling each of the plurality of training images to indicate a success status or a failure status of an object depicted within each training image;
extracting one or more candidate image features from the plurality of training images;
generating one or more candidate ROIs based on the candidate image features;
selecting a training set of ROIs from the one or more candidate ROIs, wherein each ROI of the training set of ROIs is designated as an included ROI or an excluded ROI; and
training, with the training set of ROIs and the plurality of training images, a vision learning model,
wherein the vision learning model is configured to output a machine vision job,
wherein the machine vision job is configured for electronic deployment to an imaging device, and
wherein the imaging device, implementing the machine vision job, is configured to detect the success status or the failure status of additional images depicting the object.