Learning data generating apparatus, learning data generating method, and non-transitory computer readable-storage medium
AssigneeCanon Kabushiki Kaisha
InventorsShinji Yamamoto, Takato Kimura
Life of this patent
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Abstract
In order to provide a learning data generating apparatus that is able to efficiently restrain erroneous detections, the learning data generating apparatus includes a data acquisition unit configured to acquire learning data including teacher data, and a generation unit configured to generate generated learning data based on the learning data and a generating condition, wherein the generation unit converts teacher data of a positive instance into teacher data of a negative instance according to a preset rule when generating the generated learning data.
Claims11
A learning data generating apparatus comprising at least one processor or circuit configured to function as:
- a data acquisition unit configured to acquire learning data including teacher data;
- and
- a generation unit configured to generate generated learning data based on the learning data and a generating condition,
- wherein the generation unit converts teacher data of a positive instance into teacher data of a negative instance according to a preset rule when generating the generated learning data.
A learning data generating method, comprising:
- a data acquisition step of acquiring learning data as teacher data;
- and
- a generation step of generating generated learning data based on the learning data and a generating condition,
- wherein the generation step converts teacher data of a positive instance into teacher data of a negative instance according to a preset rule when generating the generated learning data.
A non-transitory computer-readable storage medium configured to store a computer program for a learning data generating apparatus to execute the following steps:
- a data acquisition step of acquiring learning data as teacher data;
- and
- a generation step of generating generated learning data based on the learning data and a generating condition,
- wherein the generation step converts teacher data of a positive instance into teacher data of a negative instance according to a preset rule when generating the generated learning data.
Dependencies are inferred from the claim text.