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douglasabreu's Projects

aqais icon aqais

Analisador de Qualidade da Água via Imagens de Satélite

eddystone icon eddystone

Specification for Eddystone, an open beacon format from Google

edgeml icon edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

ell icon ell

Embedded Learning Library

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.

kaggle_diabetic icon kaggle_diabetic

Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge

keras-knn icon keras-knn

Code for the blog post Nearest Neighbors with Keras and CoreML

metrics icon metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

pytorch-dr icon pytorch-dr

Implementation of team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge in pytorch.

red-lesion-detection icon red-lesion-detection

This code implements a red lesion detection method based on a combination of hand-crafted features and CNN based descriptors. Our paper is under revision now, so please do not use this repository until we release the paper.

retina-unet icon retina-unet

Retina blood vessel segmentation with a convolutional neural network

retinallab icon retinallab

The Retinal Lab is a graphical interface that allows the application of image processing methods in retinal fundus images, verifying the effect of each method, based on an order of application for contrast enhancement and segmentation of the vessels.

tensorflow_tmva icon tensorflow_tmva

A proof of concept adapter to use Google's TensorFlow in place of ROOT's TMVA.

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

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