Deep learning and image analysis based handheld agricultural spray control apparatus for crop illness management, has spray nozzle coupled with motor pump at bottom portion of container for releasing fluid chemical on subject, and camera mounted on head of spray nozzle for capturing real-time video
	YASASVITHA K; KUMAR S; CHOUHAN A; RAJ S; JHA A K; AZAD V; YADAV R N
	2023-12-27
专利权人	YASASVITHA K (YASA-Individual) ; KUMAR S (KUMA-Individual) ; CHOUHAN A (CHOU-Individual) ; RAJ S (RAJS-Individual) ; JHA A K (JHAA-Individual) ; AZAD V (AZAD-Individual) ; YADAV R N (YADA-Individual)
申请日期	2023-12-27
专利号	IN202321089110-A; IN554175-B
成果简介	NOVELTY - The apparatus has a container comprising a fluid chemical inlet and a handle. A spray nozzle is coupled with a motor pump at a bottom portion of the container for releasing fluid chemical on a target subject. A camera is mounted on a head of the spray nozzle for capturing a real-time video of the target subject. A microprocessor processes the real-time video and controls release of fluid chemical. A power unit is electrically coupled to the motor pump, the camera and the microprocessor. The microprocessor deploys a deep learning model to segment image frames extracted from the real-time video for background removal in the image frames containing the target subject. USE - Deep learning and image analysis based handheld agricultural spray control apparatus for crop illness management. ADVANTAGE - The apparatus prevents unnecessary use of chemicals in crop cultivation and simultaneously improves crop growth and yield. The apparatus detects crop diseases and accordingly sprays right amount of pesticide/fertilizer at a right place i.e. infected area. The apparatus implements a cost-effective, user-friendly and reliable machine learning and compute vision technique into a spray control system to make farmer`s job easier and comfortable.
IPC 分类号	A01M-007/00 ; A61B-006/00 ; B05B-009/08 ; G06N-003/08 ; G06Q-010/06 ; A01B-079/02 ; B05B-012/00 ; G06N-020/00 ; G06N-003/0464 ; G06V-020/52 ; G06V-020/80
国家	印度
专业领域	农业科学
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/18660
专题	中国科学院新疆生态与地理研究所
作者单位	1.YASASVITHA K (YASA-Individual) 2.KUMAR S (KUMA-Individual) 3.CHOUHAN A (CHOU-Individual) 4.RAJ S (RAJS-Individual) 5.JHA A K (JHAA-Individual) 6.AZAD V (AZAD-Individual) 7.YADAV R N (YADA-Individual)
推荐引用方式 GB/T 7714	YASASVITHA K,KUMAR S,CHOUHAN A,et al. Deep learning and image analysis based handheld agricultural spray control apparatus for crop illness management, has spray nozzle coupled with motor pump at bottom portion of container for releasing fluid chemical on subject, and camera mounted on head of spray nozzle for capturing real-time video. IN202321089110-A; IN554175-B[P]. 2023.

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