Description:Title of The Invention
Vision and Sensor Based Hybrid System for monitoring the Flood Inundation.
Field of the Invention
This invention relates to vision and sensor based hybrid system for monitoring the flood inundation.
Background of the Invention
CN104851360A: The invention discloses a method and system for generating a flood risk map, and the method comprises the steps: generating a basic map layer of a flood risk monitoring region; forming computational grids through dividing on the basic map layer; respectively calculating the flood risk information of each computational grid; respectively rendering each computational grid through the corresponding flood risk information, and obtaining the flood risk map. The method simulates and predicts the frequency of historical flood, and/or the flood risk map formed during the occurrence of future flood, thereby improving the instantaneity and accuracy of the drawing of the flood risk map, improving the updating frequency and speed of the flood risk map, reducing the generation difficulty of the flood risk map, and improving the sharing of the flood risk map among different industries.
CN1111302C:The present invention provides a method and a reference mark for issuing a flood prevention alarm in a flood protection region. The problem of the water level data abstraction of flood prediction or the problem of multiple vague forecasted immersion regions is solved. A flood control mechanism issues an alarm of flood numerical values relevant to the presumptive water surface of flood. Units and crowds in the flood protection region calculate the alarm data (h) and the determined mark (c) of the presumptive water surface of flood in a reference mode, namely that the generated position (E) of the flood surface can be determined. Personnel and property which are threatened by flood and logged water are rapidly and accurately evacuated from a flooding region, and the comprehensible information and the reference mark are generated. The mark (c) is a mark fixed to buildings, and the ground surface (A) is the presumptive water surface
CN110741603A:In examples, the system may obtain a logical model of the network from at least of a plurality of controllers on the network, the logical model including a configuration of or more objects defined for the network.
None of the prior art indicate above either alone or in combination with one another disclose what the present invention has disclosed. Present invention is on vision and sensor based hybrid system for monitoring the flood inundation.
SUMMARY OF THE INVENTION
This summary is provided to introduce a selection of concepts, in a simplified format, that are further described in the detailed description of the invention. This summary is neither intended to identify key or essential inventive concepts of the invention and nor is it intended for determining the scope of the invention.
To further clarify advantages and features of the present invention, a more particular description of the invention will be rendered by reference to specific embodiments thereof, which is illustrated in the appended drawings. It is appreciated that these drawings depict only typical embodiments of the invention and are therefore not to be considered limiting of its scope. The invention will be described and explained with additional specificity and detail with the accompanying drawings.
Flood Inundation is the very basic problem for those people who are leaving near the rivers.People are not able to get warning about it and lost their lives and other essential resources.Thus, present invention proposed a vision and sensor based hybrid system for monitoring the flood inundation is very useful for these areas,people will get warning if the water level starts increasing through both camera device and water level sensor through speaker and buzzer alarm.
BRIEF DESCRIPTION OF THE DRAWINGS
The illustrated embodiments of the subject matter will be understood by reference to the drawings, wherein like parts are designated by like numerals throughout. The following description is intended only by way of example, and simply illustrates certain selected embodiments of devices, systems, and methods that are consistent with the subject matter as claimed herein, wherein:
Figure 1 consist of Vision nodes, cloud server, Disaster Authority unit, Dam control unit, Web Dashboard. Vision nodes are connected to the Local control unit through Lora, from that Local authority transfer the information to Disaster authority unit and dam control unit through cloud server.
Figure 2 consist of computing unit, WIFI Module, External power supply, Display, speaker and LoRa communication. Through LoRa communication computing unit will receive the information about flood inundation and will display the warning in the near city or village about it, warning will be given through speakers also. There is a external power supply to run this system.
Figure 3 consist of 360degree Hd camera, water level sensor trained deep learning model, co-processor, computing unit, LoRa communication, GPS device, speaker, Buzzer. In this part image of the river will be captured through camera and will be compared with other river images which are not inundated through Deep learning model computing unit will process the image through co-processor. If it finds water inundation warning will be given through speaker and buzzer to locals GPS location of that river will be sent through LoRa communication If camera is not able to catch the changes water level sensor will have sent the warning to the nearest authority center. The figures depict embodiments of the present subject matter for the purposes of illustration only. A person skilled in the art will easily recognize from the following description that alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles of the disclosure described herein.

DETAILED DESCRIPTION OF THE INVENTION
The detailed description of various exemplary embodiments of the disclosure is described herein with reference to the accompanying drawings. It should be noted that the embodiments are described herein in such details as to clearly communicate the disclosure. However, the amount of details provided herein is not intended to limit the anticipated variations of embodiments; on the contrary, the intention is to cover all modifications, equivalents, and alternatives falling within the scope of the present disclosure as defined by the appended claims.
It is also to be understood that various arrangements may be devised that, although not explicitly described or shown herein, embody the principles of the present disclosure. Moreover, all statements herein reciting principles, aspects, and embodiments of the present disclosure, as well as specific examples, are intended to encompass equivalents thereof.
The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of example embodiments. As used herein, the singular forms “a",” “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises,” “comprising,” “includes” and/or “including,” when used herein, specify the presence of stated features, integers, steps, operations, elements and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components and/or groups thereof.
In addition, the descriptions of "first", "second", “third”, and the like in the present invention are used for the purpose of description only, and are not to be construed as indicating or implying their relative importance or implicitly indicating the number of technical features indicated. Thus, features defining "first" and "second" may include at least one of the features, either explicitly or implicitly.
Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which example embodiments belong. It will be further understood that terms, e.g., those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the relevant art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
It should be noted that the description merely illustrates the principles of the present subject matter. It will thus be appreciated that those skilled in the art will be able to devise various arrangements that, although not explicitly described herein, embody the principles of the present subject matter and are included within its scope.Flood Inundation is the very basic problem for those people who are leaving near the rivers.People are not able to get warning about it and lost their lives and other essential resources.Vision and Sensor Based Hybrid System for monitoring the Flood Inundation is very useful for these areas,people will get warning if the water level starts increasing through both camera device and water level sensor through speaker and buzzer alarm
ADVANTAGES OF THE INVENTION:
It will alert people before hazardous flood condition.
It will save precious life of people.
Resources will be saved near that river.
, Claims:We Claim:
1. Vision and Sensor Based Hybrid System for monitoring the Flood Inundation system is comprises with LoRa communication, flood inundation, Computing unit, Cloud Server, vision node
2. The system is claimed in claim 1, wherein which is consist of real time monitoring of flood inundation through deep learning model and LoRa
Communication.
3. The system is claimed in claim 1, wherein which is consist ofHybrid wireless communication based smart system for flood inundation protection.