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Top 23 satellite-imagery Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
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awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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geospatial-data-catalogs
A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index
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Live-Earth-Wallpapers
A collection of all earth related space Images in one script to set as your Desktop background.
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ossim
Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system
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Awesome_Satellite_Benchmark_Datasets
Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.
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eoreader
Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
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EESRGAN
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
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google-maps-at-88-mph
Google Maps keeps old satellite imagery around for a while – this tool collects what's available for a user-specified region in the form of a GIF.
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To download and process the satelite images this toolkit can help you: https://sentinelhub-py.readthedocs.io/en/latest/
Project mention: Any tips or resources for vegetation analysis using 8 band imagery compared to 4 band? | /r/gis | 2023-05-02You might find this github repo useful: https://github.com/awesome-spectral-indices/awesome-spectral-indices
Project mention: Receiving Weather Satellite Images Using SatDump | news.ycombinator.com | 2024-02-09Messing around with SDR is a really fun little hobby. There's something very satisfying about picking up signals that are just floating around waiting to be seen.
I briefly tried writing an SDR tuner in JavaScript a while back but there was a bug somewhere between Chrome and my SDR dongle that meant it failed whenever you tried to tune to a different frequency. I might pick it back up and see if it's possible now.
If you're interested in near-realtime weather images without having to fiddle with SDR, NASA collate images from loads of different satellites at https://worldview.earthdata.nasa.gov/ and so do EUMETSAT at https://view.eumetsat.int/productviewer?v=default#
I used the EUMETSAT data to build this service which provides 3-hourly cloud maps for the whole Earth, which are surprisingly difficult to find: https://github.com/matteason/live-cloud-maps
Project mention: Floods, wildfires in western Canada displace thousands | Global warming is wreaking havoc in Western Canada where wildfires rage in Alberta and floods threaten to ravage British Columbia | /r/britishcolumbia | 2023-05-06Surf around the deforestation maps on here near Cache creek ....https://www.globalforestwatch.org
Project mention: LogoScale – A method for vectorizing small, crappy logos | news.ycombinator.com | 2023-09-09Yeah I'd be similarly curious how that was arrived at. ESRGAN was co-developed by a researcher at Tencent, who has been involved in a range of similar things.
The only satellite related thing I saw in my brief searching is some separate project[1] based on ESRGAN used for satellite imagery.
[1] https://github.com/Jakaria08/EESRGAN
Project mention: Satellite Cloud Generator: A tool to generate clouds for satellite images | news.ycombinator.com | 2023-08-24
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
satellite-imagery related posts
- Receiving Weather Satellite Images Using SatDump
- NASA Eosdis Worldview
- Satellite Cloud Formations Analysis And Speculation
- NASA Shares First Images from US Pollution-Monitoring Instrument
- Wildfire smoke affecting trips?
- What satellite image analytics are in demand now?
- /r/WorldNews Live Thread: Russian Invasion of Ukraine Day 477, Part 1 (Thread #618)
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A note from our sponsor - SaaSHub
www.saashub.com | 29 Apr 2024
Index
What are some of the best open-source satellite-imagery projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | techniques | 7,778 |
| 2 | torchgeo | 2,223 |
| 3 | awesome-earthobservation-code | 1,151 |
| 4 | sentinelhub-py | 777 |
| 5 | awesome-spectral-indices | 761 |
| 6 | worldview | 673 |
| 7 | Look4Sat | 535 |
| 8 | geospatial-data-catalogs | 482 |
| 9 | SpaceEye | 318 |
| 10 | Live-Earth-Wallpapers | 297 |
| 11 | geetools-code-editor | 296 |
| 12 | ossim | 288 |
| 13 | Awesome_Satellite_Benchmark_Datasets | 282 |
| 14 | localtileserver | 278 |
| 15 | georaster-layer-for-leaflet | 261 |
| 16 | gfw | 260 |
| 17 | eoreader | 253 |
| 18 | EESRGAN | 251 |
| 19 | r2cloud | 250 |
| 20 | MODIStsp | 152 |
| 21 | google-maps-at-88-mph | 122 |
| 22 | SatelliteCloudGenerator | 96 |
| 23 | ml4eo-bootcamp-2021 | 87 |
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