Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Grapevine floring and fruit set greatly determine crop yield.  presents a new smartphone application for automatically counting, non-invasively and directly in the vineyard, the flor number in grapevine inflorescence photos by implementing artificial vision techniques. The application, called vitisFlor®, firstly guides the user to appropriately take an inflorescence photo using the smartphone’s camera. Then, by means of image analysis, the flors in the image are detected and counted. vitisFlor® has been developed for Android devices and uses the OpenCV libraries to maximize computational efficiency. The application was tested on 140 inflorescence images of 11 grapevine varieties taken with two different devices. On average, more than 84% of flors in the captures re found, with a precision exceeding 94%. Additionally, the application’s efficiency on four different devices covering a wide range of the market’s spectrum was also studied. The results of this benchmarking study shod significant differences among devices, although indicating that the application is efficiently usable even with low-range devices. vitisFlor is one of the first applications for viticulture that is currently freely available on Google Play.
['Arturo Aquino', 'Borja Millan', 'Daniel Gaston', 'María-Paz Diago', 'Javier Tardaguila']
I am writing a research paper on a idea vitisFlower ® : Development and Testing of a Novel Android-Smartphone Application for Assessing the Number of Grapevine Flowers per Inflorescence Using Artificial Vision Techniques
[{"from": "human", "value": "I am writing a research paper on a idea vitisFlower \u00ae : Development and Testing of a Novel Android-Smartphone Application for Assessing the Number of Grapevine Flowers per Inflorescence Using Artificial Vision Techniques"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Grapevine floring and fruit set greatly determine crop yield.  presents a new smartphone application for automatically counting, non-invasively and directly in the vineyard, the flor number in grapevine inflorescence photos by implementing artificial vision techniques. The application, called vitisFlor\u00ae, firstly guides the user to appropriately take an inflorescence photo using the smartphone\u2019s camera. Then, by means of image analysis, the flors in the image are detected and counted. vitisFlor\u00ae has been developed for Android devices and uses the OpenCV libraries to maximize computational efficiency. The application was tested on 140 inflorescence images of 11 grapevine varieties taken with two different devices. On average, more than 84% of flors in the captures re found, with a precision exceeding 94%. Additionally, the application\u2019s efficiency on four different devices covering a wide range of the market\u2019s spectrum was also studied. The results of this benchmarking study shod significant differences among devices, although indicating that the application is efficiently usable even with low-range devices. vitisFlor is one of the first applications for viticulture that is currently freely available on Google Play."}]