Patent ID: 11948382
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 5:
6. A computer program product comprising:
one or more computer readable storage media and program instructions stored on the one or more computer readable storage media, the program instructions readable/executable by one or more computer processors:
program instructions to receive a set of dictates associated with generating one or more negative training datasets for training a set of models to classify a plurality of features found within a data source;
program instructions to identify a set of rules related to generating negative training data to detect text based on the received set of dictates;
program instructions to compile one or more arrays of elements of hard-negative training data into a negative training data dataset based on the identified set of rules and one or more dictates, an element of the hard-negative training data generated based on a character corresponding to a language and an identified first rule, further comprising:
program instructions to select a random character;
program instructions to render the selected character within a tile of a dictated size;
program instructions to partition the tile into two or more segments, wherein at least one segment of the two or more segments includes a portion of the rendered character; and
program instructions to modify a portion of the rendered character included within a respective segment utilizing one or more effects; and

program instructions to determine metadata corresponding an array of elements of hard-negative training data.