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MAIZAPP

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  Common rust is a fungal disease that affects maize crops and can have a significant impact on agricultural production. Early detection of this disease is crucial for taking preventive measures and mitigating its spread. In this context, a mobile application has been developed that utilizes computer vision techniques and convolutional neural networks, particularly the YOLO (You Only Look Once) model, to identify the presence of common rust on maize leaves. The process of creating the application consists of several stages. Firstly, images of maize leaves affected by common rust are collected and labeled, along with images of healthy leaves as reference. These images are used to train the YOLO model, which is a specialized neural network for object detection and localization in images. During training, the model learns to recognize the visual patterns associated with common rust on maize leaves. Once the training is complete, the model is optimized and adjusted for implementation o...
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Landsat 8 Satellite Image Editor

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  This text describes the creation of a graphical user interface (GUI) in Python for editing satellite images. The interface will include several functions, including enhancing resolution, removing cloud cover, cropping a region of interest, and recording band information. Enhancing resolution: This function allows increasing the resolution of a satellite image to obtain more details. Techniques such as interpolation or advanced algorithms for resizing the image can be applied Removing cloud cover: Clouds in satellite images can hinder interpretation and analysis. This function utilizes image processing algorithms to detect and remove clouds, improving the visibility of the underlying image. Cropping a region of interest : This function allows the user to select a specific region of the satellite image for cropping and saving it as an independent image. Users can specify coordinates or use an interactive tool to define the region of interest. Recording band information: Satellit...
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Geographic Viewer Cadastre

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  This text presents an interactive geovisualizer designed to manage the physical appraisal of properties and perform economic analysis in a specific locality. The tool utilizes a combination of programming languages, including HTML, JavaScript, CSS, Overleaf, and PostGIS, to provide an intuitive interface and advanced functionalities. The geovisualizer allows users to visualize geographic maps of the locality, overlaying layers of relevant information such as cadastral data, infrastructure, public services, development zones, among others. These layers are generated and updated using PostGIS, an extension of the PostgreSQL database specialized in handling spatial data. Through the geovisualizer interface, users can select a specific property and access its detailed information, including physical characteristics, dimensions, current use, and historical appraisal data. Additionally, a functionality is provided to automatically perform a physical appraisal of the property, using alg...
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