18284794. IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM simplified abstract (Panasonic Intellectual Property Management Co., Ltd.)
Contents
- 1 IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about Image Determination Device
- 1.13 Original Abstract Submitted
IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM
Organization Name
Panasonic Intellectual Property Management Co., Ltd.
Inventor(s)
Jeffery Fernando of Osaka (JP)
Nway Nway Aung of Singapore (SG)
IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18284794 titled 'IMAGE DETERMINATION DEVICE, IMAGE DETERMINATION METHOD, AND RECORDING MEDIUM
Simplified Explanation
The patent application describes an image determination device that uses machine learning models to determine the label of a target image by utilizing multiple trained models.
- The device includes a trainer that trains machine learning models with different training data sets.
- An image obtainer acquires a target image.
- A determiner outputs the label of the target image using at least two trained models.
Key Features and Innovation
- Utilizes multiple machine learning models for image determination.
- Trains models with various training data sets.
- Enables accurate labeling of target images.
Potential Applications
This technology can be applied in:
- Image recognition systems
- Autonomous vehicles
- Medical imaging analysis
Problems Solved
- Enhances accuracy in image labeling
- Improves efficiency in image determination tasks
Benefits
- Increased precision in identifying image labels
- Enhanced performance in image recognition tasks
Commercial Applications
- This technology can be utilized in industries such as:
- Healthcare for medical imaging analysis
- Automotive for autonomous driving systems
Prior Art
Information on prior art related to this technology is not provided in the abstract.
Frequently Updated Research
There is no information on frequently updated research relevant to this technology.
Questions about Image Determination Device
How does the device determine the label of a target image?
The device determines the label by using multiple trained machine learning models.
What are the potential applications of this technology beyond image determination?
The technology can be applied in various fields such as autonomous vehicles and medical imaging analysis.
Original Abstract Submitted
An image determination device according to the present disclosure includes: a trainer that obtains one or more first models by training machine learning models of one or more types with use of a first training data set including first images and first labels, and obtains one or more second models by training machine learning models of one or more types with use of one or more second training data sets each including second images different from the first images, second labels, and at least part of the first training data set; an image obtainer that obtains a target image; and a determiner that outputs a determination result of a label of the target image obtained by the image obtainer, which is obtained by using, for the target image, at least two models including one of the one or more first models and one of the one or more second models.
