Canon kabushiki kaisha (20240112352). INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM simplified abstract

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INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

Organization Name

canon kabushiki kaisha

Inventor(s)

MOTOKI Yoshinaga of Kanagawa (JP)

Masami Kato of Kanagawa (JP)

INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240112352 titled 'INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

Simplified Explanation

The information processing apparatus described in the abstract is designed to execute inferences and training related to frames in frame periods. If training for a frame is not completed in the corresponding frame period, the processing unit will execute the training in the next frame period along with inferences and training for the subsequent frame.

  • The processing unit executes inferences and training related to frames in frame periods.
  • If training for a frame is not completed in the corresponding frame period, it is carried out in the next frame period along with inferences and training for the subsequent frame.

Potential Applications

This technology could be applied in various fields such as:

  • Video processing
  • Image recognition
  • Speech recognition
  • Autonomous vehicles

Problems Solved

This technology helps in:

  • Efficient processing of information
  • Optimizing training processes
  • Enhancing accuracy of inferences

Benefits

The benefits of this technology include:

  • Improved performance in processing data
  • Streamlined training procedures
  • Enhanced decision-making capabilities

Potential Commercial Applications

This technology could be commercially applied in:

  • Surveillance systems
  • Medical imaging
  • Robotics
  • Natural language processing

Possible Prior Art

One possible prior art could be the use of similar techniques in machine learning algorithms for processing data in real-time.

Unanswered Questions

How does this technology compare to existing methods in terms of processing speed and accuracy?

This article does not provide a direct comparison with existing methods in terms of processing speed and accuracy. It would be interesting to see a performance comparison to understand the advantages of this technology.

What are the potential limitations or challenges in implementing this technology in real-world applications?

The article does not address potential limitations or challenges in implementing this technology in real-world applications. It would be important to explore any constraints or obstacles that may arise during the implementation process.


Original Abstract Submitted

an information processing apparatus comprises a processing unit configured to execute, in frame periods corresponding to respective frames, an inference relating to the frame and training relating to the frame. when an inference relating to a first frame has been completed but training relating to the first frame has not been completed in a first frame period corresponding to the first frame, the processing unit executes training relating to the first frame and an inference and training relating to a second frame in a second frame period corresponding to the second frame subsequent to the first frame.

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