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Igor Vieira's Projects

transunet icon transunet

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

urban-data-science icon urban-data-science

Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.

vizgradcam icon vizgradcam

The fastest way to visualize GradCAM with your Keras models.

walk-score icon walk-score

Reverse Engineering Walk Score's API Methodology: What makes a location "Walkable"?

waternet icon waternet

A convolutional neural network that identifies water in satellite images.

whereami icon whereami

Uses WiFi signals :signal_strength: and machine learning to predict where you are

woe icon woe

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

xai icon xai

XAI - An eXplainability toolbox for machine learning

yellowbrick icon yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

yolow-keras icon yolow-keras

YOLOv2 Object Detection w/ Keras (in just 20 lines of code)

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