Method for checking number of cows by combining unmanned aerial vehicle with intelligent algorithm
An intelligent algorithm, UAV technology, applied in computing, image data processing, computer parts and other directions, can solve the problems of difficult, fast and accurate inventory, large workload of manual inventory, and low accuracy.
Pending Publication Date: 2022-05-13
芯月牧业科技(大连)有限公司
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In the prior art, the number of cattle can only be counted manually without the help of positioning equipment for statistics. The time length and accuracy rate are low, and it is difficult to achieve fast and accurate inventory
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[0019] In order to enable those skilled in the art to better understand the solutions of 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. Apparently, the described 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 creative efforts shall fall within the protection scope of the present invention.
[0020] In this embodiment, a method of unmanned aerial vehicles combined with intelligent algorithms to count the number of cattle is provided. figure 2 It is a schematic flow chart of a method for taking stock of the number of cattle by using an unmanned aerial vehicle combined with an intelligent algorithm according to an embodiment of the present inven...
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The invention provides a method for checking the number of cattle by combining an unmanned aerial vehicle with an intelligent algorithm. The method comprises the following steps: cruising a specified cattle farm by using the unmanned aerial vehicle and recording an image; carrying out picture splicing and mask layer processing by utilizing the SIFT algorithm; the detectron2 algorithm is utilized to carry out cattle number identification on the processed picture, and an identification result and a recorded image are uploaded to a cloud server; and developing an inspection result display system by using Flask and Vue, and displaying the cattle number identification result. According to the invention, the unmanned aerial vehicle is combined with an intelligent algorithm, the cattle checking method which is short in time consumption, high in accuracy and capable of meeting the requirements of large-scale checking and temporary checking is provided, and the problem of difficulty in manual checking of cattle is solved.
Description
technical field [0001] The invention relates to the field of intelligent animal husbandry management, in particular to a method for counting the number of cattle by combining an unmanned aerial vehicle with an intelligent algorithm. Background technique [0002] In the process of cattle breeding and pasture management, the inventory of free-range and pen-raised cattle is one of the important tasks. In the prior art, the number of cattle can only be counted manually without the help of positioning equipment for statistics. The time length and accuracy rate are low, making it difficult to achieve fast and accurate inventory. [0003] Therefore, there is an urgent need for a cattle stocktaking method that is short in time consumption, high in accuracy, and capable of meeting the needs of large-scale stocktaking and temporary stocktaking. Contents of the invention [0004] In view of this, the present invention provides a method for counting the number of cattle by using an ...
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IPC IPC(8): G06V20/17G06V10/94G06V10/46G06T3/40
CPCG06T3/4038
Inventor 马天生
Owner 芯月牧业科技(大连)有限公司