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Hello !

I'm currently working with R and python and I'm mainly interested in :

  • Applications of geostatistics and machine learning in remote sensing
  • Computer Vision for image segmentation
  • Natural Language Processing applied to social media

João Pedro F.O.Nascimento's Projects

another-flaskapi icon another-flaskapi

[PT-BR] Outra API Rest com Flask, porém usando um padrão arquitetural diferente para organizar melhor o projeto. [EN-US] Another Flask Rest API but using a new acquired design patterns to better organize the project.

bot-or-not icon bot-or-not

Project consisting of models, which predict if a twitter user is a Bot or not

car icon car

:exclamation: This is a read-only mirror of the CRAN R package repository. car — Companion to Applied Regression. Homepage: https://r-forge.r-project.org/projects/car/, https://CRAN.R-project.org/package=car, https://socialsciences.mcmaster.ca/jfox/Books/Companion/index.html

cloudgan icon cloudgan

CloudGAN: Detecting and removing clouds from satellite RGB-images

course20 icon course20

Deep Learning for Coders, 2020, the website

data_science icon data_science

Repositório de aulas ministradas, notebooks, projetos de aprendizagem e práticas em scraping e SQL.

epca icon epca

Exploratory Principal Component Analysis

geomla icon geomla

Machine Learning algorithms for spatial and spatiotemporal data

geor icon geor

:exclamation: This is a read-only mirror of the CRAN R package repository. geoR — Analysis of Geostatistical Data. Homepage: http://www.leg.ufpr.br/geoR/

gsif icon gsif

:exclamation: This is a read-only mirror of the CRAN R package repository. GSIF — Global Soil Information Facilities. Homepage: http://gsif.r-forge.r-project.org/

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

houses-dataset icon houses-dataset

This is the first benchmark dataset for houses prices that contains both images and textual information that was introduced in our paper.

kcn icon kcn

Kriging Convolutional Networks (KCN) in Tensoflow

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

lead-dataset icon lead-dataset

A Large-scale annotated dataset for Energy Anomaly Detection in commercial buildings

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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