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crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

data_assimilation

OCNG/ATMO 677 Geophysical Data Assimilation

earthengine

Change Detection with Google Earth Engine Imagery

flood_depths

Develop and train a CNN to determine depth of flooding from an image containing vehicles

global-flood-monitor

A global database of historic and real-time flood events based on social media

handle-imbalanced-dataset

harrisoperator

image-stitching-homography-matrix

Image Stitching using Homography matrix estimation using MATLAB : 1. Built an image stitching model using Homography matrix estimation. 2. Harris corner detector was used to extract feature points. 3. Homography mapping of one image onto another was carried out using RANSAC to stitch pairs of images separated either by a 2D or 3D projective transformation.

imbalance-xgboost

XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions

imbalanced-algorithms

Python-based implementations of algorithms for learning on imbalanced data.

imbalanced-data-with-smote-techniques

This repository contains implementation of some techniques like SMOTE, ADASYN, SMOTE + Tomek Links, SMOTE + ENN to overcome class imbalance in a binary classification problem.

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

intro2stats

Introduction to Statistics using Python

machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

multi-agent-slam

This demonstrates SLAM with multiple robots. Using the joint probability of the two Gaussian distributions, a more accurate location is made.

neurofuzzy_floodmapping_sar

An ANFIS system to generate fuzzy flood maps from SAR

sen1floods11

spatial-information-metrics

Matlab scripts with the main methods to compute spatial information in the linear track as described in Souza et al., Neuroscience 2018.

stef