JP2023039878A - Livestock animal estrus detection system - Google Patents
Livestock animal estrus detection system Download PDFInfo
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- JP2023039878A JP2023039878A JP2021167738A JP2021167738A JP2023039878A JP 2023039878 A JP2023039878 A JP 2023039878A JP 2021167738 A JP2021167738 A JP 2021167738A JP 2021167738 A JP2021167738 A JP 2021167738A JP 2023039878 A JP2023039878 A JP 2023039878A
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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本発明は、牛などの畜産動物家畜が発情を示す行動として、他の牛に乗ったり乗られたりする行動(乗駕行動)などを示すことから、カメラを畜舎に設置し、取得した画像データから乗駕行動などを人工知能などで画像分析を行い、発情かどうかを判別するため、乗っている牛を検出すると同時に乗っている牛と乗られている牛全体を検出し、両方が一定時間内に高確率で検出された場合に発情として判別することで検出精度を高め、畜産農家へ通知するコンピュータ装置を備えた畜産動物家畜発情検出システム Since livestock animals such as cows exhibit estrous behaviors such as riding on or being ridden by other cows (climbing behavior), the present invention uses a camera installed in a livestock barn to acquire image data. Image analysis of riding behavior etc. from the cow is performed using artificial intelligence etc., and in order to determine whether it is in estrus or not, the riding cow is detected at the same time as the riding cow and the whole cow being ridden, and both are detected for a certain period of time. Livestock animal livestock estrus detection system equipped with a computer device that raises the detection accuracy by discriminating as estrus when it is detected with a high probability within the livestock farm and notifies the livestock farmer.
人工知能などによる画像分析により、特定の特徴を持つ画像データを識別する技術がある。
また、畜産動物に機器を装着することにより、歩数や移動量を計測する技術がある。There is a technique for identifying image data with specific features by image analysis using artificial intelligence or the like.
There is also a technique for measuring the number of steps and the amount of movement by attaching equipment to livestock animals.
畜産動物家畜の発情行動は人が目で見て判断する場合、常に見ていることは困難であるための見逃しが発生することがある。発情は23日程度の周期で発生し、発情している24時間程度の間に受精をする必要があり、発情を見逃してしまうと次の発情までの23日程度の受精ができず、その間、餌代や生涯に産める子牛が減ってしまうなどの経済損失につながる。
また、畜産動物に機器を装着することは、人にとっては労力とストレスがかかり、牛にとっては身体への負担やストレス、感染症などのリスクがある。
本発明の目的は、牛の発情を人の目の代わりにカメラが画像撮影を行い、人の頭脳の代わりに人工知能などのコンピュータ装置を活用することにより、発情を検出し、人の手間やストレスを軽減することで生産性を向上し、畜産動物家畜の身体への負担やストレスを軽減し、感染症などのリスクを低減するための畜産動物家畜発情検出システムを提供することにある。When the estrus behavior of livestock animals is visually judged by humans, it may be overlooked because it is difficult to constantly observe. Estrus occurs in a cycle of about 23 days, and it is necessary to fertilize during about 24 hours of estrus. This leads to economic losses such as a decrease in feed costs and a decrease in the number of calves that can be born in a lifetime.
In addition, attaching equipment to livestock animals requires labor and stress for humans, and poses a risk of physical burden, stress, and infectious diseases for cattle.
The object of the present invention is to detect estrus by using a camera instead of the human eye to capture the image of the estrus of a cow and using a computer device such as artificial intelligence instead of the human brain to detect the estrus and save human effort. To provide a livestock animal estrus detection system for improving productivity by reducing stress, reducing physical burden and stress of livestock animals, and reducing risks such as infectious diseases.
上記目的を達成するための代表的な構成を記述すれば次のとおりである。すなわち、本発明に係る畜産動物家畜発情検出システムは、
(1)発情を発見したい畜産動物家畜をカメラで画像データの撮影を行う。
(2)画像データから発情を示す行動として、他の牛に乗ったり乗られたりする行動(乗駕行動)などを人工知能などにより画像分析を行い、検出するコンピュータ装置を備える。
(3)乗っている牛を検出すると同時に、乗っている牛と乗られている牛全体を検出し、両方が一定時間内に高確率で検出された場合に発情として判別することで検出精度を高め、畜産農家へ通知するコンピュータ装置を備える。A representative configuration for achieving the above object is as follows. That is, the livestock animal livestock estrus detection system according to the present invention includes:
(1) Image data of livestock animals whose estrus is to be found is photographed with a camera.
(2) Equipped with a computer device that analyzes images by means of artificial intelligence or the like and detects behaviors that indicate estrus from image data, such as behaviors of riding on or being ridden by another cow (climbing behavior).
(3) At the same time that the riding cow is detected, the riding cow and the whole riding cow are detected, and if both are detected with a high probability within a certain period of time, it is determined as estrus, thereby improving the detection accuracy. Equipped with a computer device for raising and notifying livestock farmers.
本発明においては、発情を発見したい畜産動物家畜をカメラにより撮影した画像データより画像分析し、発情を検出し、畜産農家へ通知することで、人の手間やストレスを軽減することで生産性を向上し、畜産動物家畜の身体への負担やストレスを軽減し、感染症などのリスクを低減することができる。 In the present invention, image analysis is performed on the image data of livestock animals whose estrus is to be found, captured by a camera, estrus is detected, and notification is made to livestock farmers, thereby reducing human labor and stress, thereby increasing productivity. It can reduce the burden and stress on the body of livestock animals and reduce the risk of infectious diseases.
以下、本発明の実施形態について、実施例の図面を参照して詳細に説明する。 BEST MODE FOR CARRYING OUT THE INVENTION Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings of examples.
図1ないし図2は本発明に係る畜産動物家畜発情検出システムの実施例を示す。
図1において、発情を発見したい牛をカメラで撮影する。
図1において、カメラにより、図2に示す画像データから牛の状態として、乗駕行動などを人工知能などにより検出する。
図2において、乗っている牛を検出すると同時に乗っている牛と乗られている牛全体を検出し、両方が一定時間内に高確率で検出された場合に発情として判別することで検出精度を高め、畜産農家へ発情として通知する。両方が高確率で検出されていない場合は、紛らわしい状態や誤検出として処理を終了する。1 and 2 show an embodiment of a livestock animal estrus detection system according to the present invention.
In FIG. 1, a cow whose estrus is to be found is photographed with a camera.
In FIG. 1, a camera detects the cow's riding behavior and the like from the image data shown in FIG. 2 by means of artificial intelligence.
In Fig. 2, when a riding cow is detected, the riding cow and the whole riding cow are detected at the same time, and if both are detected with high probability within a certain period of time, the detection accuracy is improved by discriminating as estrus. Raise it and notify the livestock farmer as estrus. If both are not detected with a high probability, the process is terminated as a misleading state or an erroneous detection.
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