Automatic target detection platform

A target detection and platform technology, applied in the field of computer vision, can solve the problems of difficult entry, high technical threshold, and restrictions on the promotion of target detection algorithms, and achieve the effect of reducing the difficulty of entry and lowering the technical threshold

Pending Publication Date: 2020-12-11
深延科技(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

This technology helps detect objects accurately by analyzing data from images captured through cameras or other sensors that capture them for analysis purposes. It makes it easier than traditional methods because there are no specific rules needed beforehand which make this process difficult if done manually.

Problems solved by technology

The problem addressed by this patented technology relates to improving object detection systems that use machine-learning techniques like convolutional neural networks (CNNs). These models are trained with data from large amounts of training samples collected over time or during operation. However, these methods require advanced computing resources beyond what would be necessary if they were developed without being fully controlled through experience alone. This makes them hard to start up quickly due to their complexity and limited applicability range within specific settings where there may have many potential applications.

Method used

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Embodiment Construction

[0021] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0022] figure 1 is a schematic block diagram of an automated target detection platform according to an embodiment of the present invention.

[0023] Such as figure 1 As shown, the automated target detection platform 10 of the embodiment of the present invention may include: a data set management module 100 , a model training module 200 , a model verification module 300 and a model publishing module 400 .

[0024] Wherein, the data set management module 100 i...

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Abstract

The invention provides an automatic target detection platform comprising a data set management module used for creating and managing a data set, a model training module used for training a to-be-trained model according to the data set to generate a first target detection model, a model verification module used for carrying out online verification on the first target detection model so as to generate a second target detection model, and a model publishing module used for publishing the second target detection model. According to the automatic target detection platform, the technical threshold of a deep learning target detection algorithm can be greatly reduced, and the entry difficulty is reduced.

Description

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Claims

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Application Information

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Owner 深延科技(北京)有限公司
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