Embedded object cognition system based on image processing

An image processing and cognitive system technology, applied in the field of embedded artificial intelligence, can solve the problem that embedded terminals do not have cognitive ability, and achieve the effect of improving speed, reducing the demand for hardware resources, and ensuring accuracy.

Pending Publication Date: 2021-07-23
SUZHOU UNIV
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  • Abstract
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  • Application Information

AI Technical Summary

Problems solved by technology

However, this type of method only divides the propagation process of the network model into two parts: the terminal and the cloud. The embedded terminal does not have complete cognitive capabilities, and the complete reasoning process still requires cloud computing.

Method used

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  • Embedded object cognition system based on image processing
  • Embedded object cognition system based on image processing
  • Embedded object cognition system based on image processing

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Embodiment Construction

[0031] In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0032] like figure 1 As shown, a block diagram of an embedded object recognition system based on image processing provided by an embodiment of the present invention. In this embodiment, the embedded object recognition system 100 based on image processing includes an image acquisition module 10 , a model training module 20 , a model ter...

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Abstract

The embodiment of the invention provides an embedded object cognition system based on image processing. In the embodiment, the embedded object cognition system based on image processing comprises an image acquisition module, a model training module, a model terminal deployment module and a terminal reasoning module. The system can collect images in real time and obtain a recognition result after reasoning through a lightweight convolutional neural network model in a model training module; the system can greatly reduce the demand for hardware resources while ensuring the accuracy of object recognition and the reasoning speed, and realizes the recognition and classification of different types of objects.

Description

technical field [0001] The invention relates to the technical field of embedded artificial intelligence, in particular to an embedded object recognition system based on image processing. Background technique [0002] Embedded Artificial Intelligence (EAI) is the product of deep integration of embedded computer technology, artificial intelligence technology and the actual needs of each application scenario. In addition to the technical advantages of artificial intelligence, embedded artificial intelligence also has the excellent real-time performance, applicability, robustness and stability of embedded technology. [0003] The traditional embedded intelligent software and hardware platform centers on the cloud server, and transmits the raw data collected by the terminal to the cloud. Data storage and analysis are all completed in the cloud, and the embedded terminal only realizes data collection and output results. The corresponding operation completes a cycle of data in thi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/08G06N5/04
CPCG06N3/08G06N5/04G06V20/20G06F18/24G06F18/214
Inventor 王宜怀刘纯平王进施连敏胡展鹏常诚
Owner SUZHOU UNIV
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