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DIP's Projects

sifcm icon sifcm

Image Segmentation using Spatial Intuitionistic Fuzzy C Means Clustering

simplecv icon simplecv

Simplify training, evaluation, prediction in Pytorch

simrdwn icon simrdwn

Rapid satellite imagery object detection

singan icon singan

Implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

singan-1 icon singan-1

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

sis icon sis

Mirror of Apache SIS

skimage-demos icon skimage-demos

Note: this repo is not actively maintained, and may be out of date.

sklearn-features icon sklearn-features

Helpful tools for building feature extraction pipelines with scikit-learn

skripsie2017 icon skripsie2017

Automatic plant disease recognition using Tensorflow and the PlantVillage dataset

smoothness-signal-and-spectral-filtering-graph-learning-approaches-for-change-detection-algorithm icon smoothness-signal-and-spectral-filtering-graph-learning-approaches-for-change-detection-algorithm

This repository contains graph learning models based on signal representation, namely signal smoothness and spectral filtering, for the graph learning stage of GBF-CD model, a change detection algorithm. In addition to modifying the graph learning stage, in this new model, we use graph cut segmentation instead of Nyström extension in order to reduce computational complexity. We carry out tests on 14 real cases datasets of Multispectral images including some multimodal acquisitions of natural disasters. Our proposal got to improve the performance in 9 out of 14 datasets based on Cohen's Kappa metric.

snorkel icon snorkel

A system for quickly generating training data with weak supervision

snorkel-zoo icon snorkel-zoo

A collection of utilities for writing labeling functions, transformation functions, and slicing functions.

soc-harmonization icon soc-harmonization

Experimental procedure to harmonize SOC data from the southern Brazilian spectral library. Source code, data, and results used to develop the second chapter of my doctoral dissertation.

spatialeco icon spatialeco

R package for spatial analysis and modelling of ecological systems

spatialeco-1 icon spatialeco-1

:exclamation: This is a read-only mirror of the CRAN R package repository. spatialEco — Spatial Analysis and Modelling Utilities. Homepage: https://cran.r-project.org/package=spatialEco

sr4rs icon sr4rs

Super resolution for remote sensing

ssip-classification-of-plantvillage-dataset icon ssip-classification-of-plantvillage-dataset

We use dataset of Hughes et al. available on https://github.com/spMohanty/PlantVillage-Dataset. The architecture is different then theirs and we are only classifying among same type of plant images.

ssl4mis icon ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

stanet icon stanet

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

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