{"id":31880724,"url":"https://github.com/arkanto99/computer-vision","last_synced_at":"2026-04-21T10:06:29.822Z","repository":{"id":295103799,"uuid":"454483898","full_name":"arkanto99/Computer-Vision","owner":"arkanto99","description":"Projects of the subject Computer Vision at the University of Granada (UGR). 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Course 2021/2022\n\n## Contents\n\n### [Assignment 0](https://github.com/arkanto99/VisionPorComputador/tree/main/P0)\nImage reading with OpenCV, Numpy and MatPlotLib.\n\n### [Assignment 1](https://github.com/arkanto99/VisionPorComputador/tree/main/P1)\nManual implementation of different tools used in Computer Vision:\n+ Approximation of Gaussian mask and its 1st and 2nd derivative masks.\n+ Convolution using separable masks.\n+ Construction of Gaussian and Laplacian pyramids.\n\nIn addition, two applications of the above are added:\n+ Reconstruction of an image from its Laplacian pyramid.\n+ Creation of hybrid images (greyscale and colour).\n\n### [Assignment 2](https://github.com/arkanto99/VisionPorComputador/tree/main/P2)\n+ Implementation of the SIFT algorithm for characteristic points detection\n+ Construction of panoramas using Homographs\n\n### [Assignment 3](https://github.com/arkanto99/VisionPorComputador/tree/main/P3)\nUse of convolutional neural networks.\n\n### [Final Proyect](https://github.com/arkanto99/VisionPorComputador/tree/main/Proyecto)\nUse of the ResNet50 model to perform Transfer Learning\n(using such a network previously trained on ImageNet) in order to assist in the diagnosis of pulmonary pneumonias in X-ray images. Other different models are also tested to discern which one provides the best results for this problem.\n\n\n\n## Tech Stack\n\n**Languages:** Python 3.7\n\n**Libraries:** OpenCV, Numpy, Keras, Matplotlib\n\n**Others**: Google Colab\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farkanto99%2Fcomputer-vision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farkanto99%2Fcomputer-vision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farkanto99%2Fcomputer-vision/lists"}