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asip

Approximating Shapes in Images with Polygons

awesome-data-labeling

A curated list of awesome data labeling tools

cloud-masking-sentinel2

Cloud masking of Sentinel 2 using Google Earth Engine

cloudcompy

Python wrapper for CloudCompare

colorize-swisssurface3d-lidar

Instructions to colorize SwissSURFACE3D Lidar using SwissIMAGE10 orthoimages, and split the point cloud for later deep learning training.

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

deprivedareasmapping

Mapping of deprived areas from satellite imagery using case studies of data from sub-Saharan Africa

f4g-oceania-pdal

A workshop on PDAL for FOSS4G SotM Oceania 2018

faster-rcnn-fine-tune-pytorch

foss4g2019

Repository of the talk "Working with 3D city models in Python" at FOSS4G 2019

gdal-docker

GDAL Dockerfile (with ECW format and Python support)

geoflow-bundle

gis-processing

Processing GIS polygons

grassstuff

Diverse scripts for and with GRASS GIS

hisup

hyperspectralanalysisintroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

keras-segnet

SegNet model implemented using keras framework

keras_deep_clustering

How to do Unsupervised Clustering with Keras

label-maker

Data Preparation for Satellite Machine Learning

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

land_cover_sentinel

learn-c-programming-second-edition

Learn C Programming, Second Edition, published by Packt

loading_points_to_qgis_using_python

myria3d

Semantic segmentation deep learning for aerial, high density Lidar point clouds.

opencv-semantic-segmentation

code from https://www.pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/

optim3d

Command-Line Interface (CLI) application for efficient and optimized reconstruction of large-scale 3D building models.

pandas_exercises

Practice your pandas skills!

pasteca_lc

pointcnn

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

pointnet2.pytorch

A PyTorch Implementation of Pointnet++.