developmentseed / skynet-train
Training and test the SegNet neural network on satellite imagery
☆206Updated 6 years ago
Alternatives and similar repositories for skynet-train:
Users that are interested in skynet-train are comparing it to the libraries listed below
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆170Updated 6 years ago
- Data Preparation for Satellite Machine Learning☆465Updated last year
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Updated 8 years ago
- (Deprecated) Python SDK for using GBDX☆74Updated 3 years ago
- Examples of using Raster Vision on open datasets☆173Updated 4 years ago
- One API to search public satellites metadata on AWS☆178Updated 4 years ago
- Geospatial Image Processing for Python☆82Updated 5 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆157Updated 8 years ago
- A number of utilities for use in conjunction with GDAL.☆158Updated 8 years ago
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆249Updated 5 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆80Updated last year
- Using convolutional neural networks to pre-classify images for the humanitarian openstreetmap team (HOT & mapgive).☆44Updated 6 years ago
- Process Satellite data using AWS Lambda functions☆63Updated 4 years ago
- A serverless Landsat tiles server using AWS Lambda☆142Updated 6 years ago
- Easily interact with geospatial data, particularly Digitalglobe Imagery☆33Updated 4 years ago
- Descartes Labs Python Client Library☆158Updated last week
- Remote sensing datasets and sources.☆65Updated 7 years ago
- Scripts and other artifacts for landsat data ingestion into Amazon public hosting.☆103Updated 6 years ago
- Building detector algorithms from second SpaceNet Challenge☆192Updated 4 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆261Updated 3 years ago
- A serverless Sentinel-2 tiles server using AWS Lambda☆62Updated 6 years ago
- OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "…☆194Updated 2 years ago
- Cloud Optimized GeoTIFF website☆93Updated 3 months ago
- A full-fledged UI in Vue for browsing and searching static STAC catalogs and STAC APIs☆306Updated last week
- Automated download of LANDSAT data from USGS website☆206Updated 4 years ago
- seamless and cloudless image mosaics from deep stacks of satellite imagery☆102Updated 2 years ago
- A utility to search, download and process Landsat 8 satellite imagery☆690Updated 2 years ago
- Tile-based geodata processing using rasterio & Fiona☆200Updated last month
- Fiona-Rasterio-Shapely Cheat Sheet☆102Updated 8 years ago
- Color correction plugin for rasterio☆135Updated this week