18416462. DATA RECOGNITION MODEL CONSTRUCTION APPARATUS AND METHOD FOR CONSTRUCTING DATA RECOGNITION MODEL THEREOF, AND DATA RECOGNITION APPARATUS AND METHOD FOR RECOGNIZING DATA THEREOF simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
DATA RECOGNITION MODEL CONSTRUCTION APPARATUS AND METHOD FOR CONSTRUCTING DATA RECOGNITION MODEL THEREOF, AND DATA RECOGNITION APPARATUS AND METHOD FOR RECOGNIZING DATA THEREOF
Organization Name
Inventor(s)
DATA RECOGNITION MODEL CONSTRUCTION APPARATUS AND METHOD FOR CONSTRUCTING DATA RECOGNITION MODEL THEREOF, AND DATA RECOGNITION APPARATUS AND METHOD FOR RECOGNIZING DATA THEREOF - A simplified explanation of the abstract
This abstract first appeared for US patent application 18416462 titled 'DATA RECOGNITION MODEL CONSTRUCTION APPARATUS AND METHOD FOR CONSTRUCTING DATA RECOGNITION MODEL THEREOF, AND DATA RECOGNITION APPARATUS AND METHOD FOR RECOGNIZING DATA THEREOF
The patent application describes a data recognition model construction apparatus that utilizes a video inputter, image composition unit, learning data inputter, model learning unit, and model storage to generate and store a data recognition model based on a composition image created from a video.
- Video inputter receives a video input.
- Image composition unit generates a composition image by overlaying multiple images from the video.
- Learning data inputter receives the composition image.
- Model learning unit trains the data recognition model using the composition image.
- Model storage stores the trained data recognition model.
Potential Applications: - Video surveillance systems - Image recognition software - Autonomous vehicles - Medical imaging analysis
Problems Solved: - Efficient data recognition model construction - Improved accuracy in image recognition - Streamlined training process for machine learning models
Benefits: - Enhanced data recognition capabilities - Faster model training - Increased accuracy in recognizing complex patterns in images
Commercial Applications: Title: "Advanced Data Recognition Model Construction Apparatus for Enhanced Image Analysis" This technology can be utilized in industries such as security, healthcare, automotive, and artificial intelligence research for developing advanced image recognition systems.
Prior Art: No prior art information provided.
Frequently Updated Research: No information on frequently updated research provided.
Questions about Data Recognition Model Construction Apparatus: 1. How does the apparatus handle variations in image quality and resolution during model training? 2. Can the data recognition model be easily transferred to different applications or systems for varied uses?
Original Abstract Submitted
Disclosed is a data recognition model construction apparatus. The data recognition model construction apparatus includes a video inputter configured to receive a video, an image composition unit configured to, based on a common area included in each of a plurality of images that form at least a portion of the video, generate a composition image by overlaying at least a portion of the plurality of images, a learning data inputter configured to receive the generated composition image, a model learning unit configured to make a data recognition model learn using the generated composition image, and a model storage configured to store the learnt data recognition model.
