Apparatus for clarifying object based on deep learning and method thereof
AssigneesHyundai Motor Company, Kia Motors Corporation
InventorSo Jin JANG
Life of this patent
Estimating the term…
Abstract
An apparatus for classifying an object based on deep learning includes: a first deep learning device that performs deep learning for objects of a first class; a second deep learning device that performs deep learning for objects of a second class; and a controller that classifies objects on a road into the first class or the second class, classifies the objects classified into the first class for each type based on a learning result of the first deep learning device, and classifies objects classified into the second class based on a learning result of the second deep learning device.
Claims13
An apparatus for classifying an object based on deep learning, the apparatus comprising:
- a first deep learning device configured to perform deep learning for objects of a first class;
- a second deep learning device configured to perform deep learning for objects of a second class;
- and
- a controller configured to:
- classify objects on a road into the first class or the second class,
- classify the objects classified into the first class for each type based on a learning result of the first deep learning device, and
- classify the objects classified into the second class based on a learning result of the second deep learning device.
A method for classifying an object based on deep learning, the method comprising:
- performing, by a first deep learning device, deep learning for objects of a first class;
- performing, by a second deep learning device, deep learning for objects of a second class;
- classifying, by a controller, objects on a road into the first class or the second class;
- classifying, by the controller, the objects classified into the first class for each type based on a learning result of the first deep learning device;
- and
- classifying, by the controller, the objects classified into the second class for each type based on a learning result of the second deep learning device.
An apparatus for classifying an object based on deep learning, the apparatus comprising:
- a first deep learning device configured to perform deep learning for objects, each of which has a ratio of width to length greater than a reference value;
- a second deep learning device configured to perform deep learning for objects, each of which has a ratio of width to length less than or equal to the reference value;
- and
- a controller configured to:
- calculate a ratio of width to length of each of objects located on a road,
- classify the objects based on a learning result of the first deep learning device when the calculated ratio of width to length is greater than the reference value, and
- classify the objects based on a learning result of the second deep learning device when the calculated ratio of width to length is less than or equal to the reference value.
Dependencies are inferred from the claim text.