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awesome-fastapi

A curated list of awesome things related to FastAPI

consultesmongojava

Diferents consultes fent servir Java i el driver mongodb

cs231n

cv_obj_detection_yolo

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.

image_classification

Image classification task, base and transfer learning models.

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.

job_board_api

FastAPI

keras-vgg16-places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

keypointnet

KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations (CVPR2020)

machinessdk

networkdissection

Network Dissection for quantifying interpretability of deep CNNs.

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.

othello-tqs

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

predictive_maintenance

El mantenimiento predictivo puede abarcar diferentes temas incluyendo predicción de fallos, diagnósticos, clasificación de fallos e incluso recomendaciones de acciones, por eso es importante escoger un modelo que se aproxime a la realidad, de tal manera que sea capaz de optimizar los recursos económicos.

procesamiento_leng_natural

Algunos nbs sobre procesamiento del lenguaje natural

retinanet

Pre-trained coco model for detection with retinanet using camera to object detection.

sportin

Social network app for sports - Android/iOS

textreader_mapreduce

Map-Reduce algorithm

tienda_online

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

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.

timetracker

Task manager

timetrackerapp

Time tracker for android using previous java project as kernel

titanic_dataset

Limpieza y análisis del dataset Titanic

tobacco

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.

visualizacion_interactiva

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

visualization_peace_agreements

Visualization peace agreements

webscrapping

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