18273193. TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM simplified abstract (NEC Corporation)
Contents
- 1 TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Original Abstract Submitted
TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM
Organization Name
Inventor(s)
Chisato Sugawara of Tokyo (JP)
TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18273193 titled 'TRAINING DATA GENERATION DEVICE, TRAINIG DATA GENERATION METHOD, AND MEDIUM
Simplified Explanation
The abstract of the patent application describes a training data generation device that selects sensor information related to the state of a road, its type, acquisition conditions, and external environment, and uses this information as training data to train a model for determining the state of the road.
- The device includes a memory and at least one processor.
- The processor selects various items related to the state of a road and sensor information.
- It extracts sensor information using the selected items as training data for a model.
- The model is used to determine the state of the road based on the sensor information.
Potential Applications
This technology can be applied in the development of advanced driver assistance systems (ADAS) and autonomous vehicles to improve road safety and navigation.
Problems Solved
1. Enhances the accuracy of road state determination by training models with relevant sensor information. 2. Streamlines the process of generating training data for road state detection algorithms.
Benefits
1. Improved road safety through more accurate road state detection. 2. Enhanced efficiency in developing ADAS and autonomous vehicle systems. 3. Reduction in accidents and traffic congestion.
Potential Commercial Applications
Enhancing Road Safety with Advanced Driver Assistance Systems (ADAS)
Unanswered Questions
How does this technology impact data privacy and security in the context of road state detection systems?
What are the potential limitations or challenges in implementing this technology in real-world scenarios?
Original Abstract Submitted
A training data generation device according to the present invention includes: a memory; and at least one processor coupled to the memory. The processor performs operations. The operations including: selecting, from items included in any of a state of a road, a type of the road, a type of sensor information for determining the state of the road, an acquisition condition of the sensor information and an external environment in an acquisition of the sensor information, a combination including at least two or more of the items; and extracting the sensor information using the combination as training data to be used for training a model for determining the state of the road using the sensor information.
