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auto-osm's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

avecado icon avecado

Avecado (pronounced "a*vec*ado") is a library for building Mapnik vector tiles, along with language bindings for Python and some utility programs.

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

building-diff icon building-diff

Use turf.js to find areas where there are Microsoft computer-detected buildings but no OSM buildings.

camvid_unet icon camvid_unet

implementation of u-net on camvid dataset using fastaiv1

change-detection-in-satellite-imagery icon change-detection-in-satellite-imagery

It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

clustering icon clustering

Library for performing spectral clustering in C++

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

crc4docker icon crc4docker

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

crcpython icon crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

cresi icon cresi

Road network extraction from satellite imagery, with speed and travel time estimates

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deepercluster icon deepercluster

Implements the unsupervised pre-training of convolutional neural networks

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