Object detection apparatus and method for training model thereof
AssigneesHyundai Motor Company, Kia Corporation
InventorJun Hyeop Lee
Life of this patent
Estimating the term…
Abstract
An object detection apparatus for providing a training technique for improving the performance of an object detection model includes a memory storing an object detection model and a processor that trains the object detection model. The processor augments input data to generate first augmented data and second augmented data, respectively inputs the first augmented data and the second augmented data to a first network model and a second network model, and trains the object detection model based on an output of the first network model and an output of the second network model.
Claims20
An object detection apparatus, comprising:
- a memory configured to store an object detection model;
- and
- a processor configured to train the object detection model, wherein the processor is further configured to:
- augment input data to generate first augmented data and second augmented data;
- input the first augmented data into a first network model and input the second augmented data into a second network model;
- and
- train the object detection model based on an output of the first network model and an output of the second network model.
A method for training a model of an object detection apparatus, the method comprising:
- augmenting, by a processor, input data to generate first augmented data and second augmented data;
- inputting the first augmented data into a first network model and inputting the second augmented data into a second network model;
- and
- training an object detection model based on an output of the first network model and an output of the second network model.
Dependencies are inferred from the claim text.