17821627. STEREOVISION ANNOTATION TOOL simplified abstract (QUALCOMM Incorporated)
Contents
STEREOVISION ANNOTATION TOOL
Organization Name
Inventor(s)
Gary Franklin Gimenez of Bordeaux (FR)
STEREOVISION ANNOTATION TOOL - A simplified explanation of the abstract
This abstract first appeared for US patent application 17821627 titled 'STEREOVISION ANNOTATION TOOL
Simplified Explanation
- Techniques for generating three-dimensionally coherent training data for image-detection machine learning models - Receiving images of an object from different perspectives - Receiving user input identifying a location on the object in one image - Displaying possible locations on the object in the other image based on user input - Generating training data for machine learning model based on user input
Potential Applications
- Improving accuracy of image-detection machine learning models - Enhancing object recognition in various industries such as autonomous vehicles, security systems, and medical imaging
Problems Solved
- Generating coherent training data for machine learning models - Improving object recognition in images with different perspectives
Benefits
- Increased accuracy of machine learning models - Enhanced object recognition capabilities - Improved performance in various industries utilizing image-detection technology
Original Abstract Submitted
Certain aspects of the present disclosure provide techniques for generating three-dimensionally coherent training data for image-detection machine learning models. Embodiments include receiving a first image of an object from a first perspective and a second image of the object from a second perspective. Embodiments include receiving user input identifying a location in the first image corresponding to a point on the object. Embodiments include displaying a range of possible locations in the second image corresponding to the point on the object based on the location in the first image. Embodiments include generating training data for a machine learning model based on updated user input associated with the range of possible locations.
