adions025/image_classification

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Updated over 3 years ago

adions025/image_classification

adions025

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Image classification task, base and transfer learning models.

Damage_Detection_MaskRCNN

This repository focuses on the automation of blade inspection, using different Computer Vision (CV) approaches and methods to detect damage on the wind turbine blades.

XMLtoJson_Mask_RCNN

Annotation builder to use segmentation in Mask_RCNN, even if your annotations are rectangular instead of polygon.

Object_Detection_Yolov3

Object detection using Yolo v3 to detect damage on wind turbine blade in RT. Computer Vision project using a drone with a go pro camera.

Tiles_for_classification

Preparation of the dataset before the training, tiling the images, the images have been annotated with labelimg so we have an XML file for each image.

Time-Series

Time series forecasting using lstm and sarima models.

Jupyter Notebook

imbalanced_dataset-

Nivel: Mid-senior (Hackathon). Dado un dataset imbalanceado se genera diferentes modelos predictivos para seleccionar el que maximice el f1-score macro. Deep Learning.

Jupyter Notebook

Tienda_online

Tienda online usando php:pdO, jquery con html y css (own MVC).

visualizacion_interactiva

Herramientas de visualización de datos, tableau, flourish, rawgraphs y mockups. Embedidas en páginas de github.

job_board_api

txt_search_engine_python

A command line driven text search engine using Python 3.6 and the Map Reduce approach. The search take the words given on the prompt and return a list of the top 10 matching filenames in rank order, giving the rank score against each match.

othello-tqs

Game for testing. JUnit, TDD Test-driven development, MockObjects and coverages.

Titanic_dataset

Limpieza y análisis del dataset Titanic

webScrapping

Web scrapping para extracción de datos del estudio de mareas a lo largo de la vida fluvial.