Space-ng Debuts Computer Vision Development Kit at SmallSat 2025

Space-ng Debuts Computer Vision Development Kit at SmallSat 2025

Space-ng's Sol3 hardware and software ecosystem, including the HDK and SDK, will be on display at the 39th Annual Small Satellite Conference in Salt Lake City, UT, August 10-13, 2025, at Space-ng Booth #2437. Attendees at the 39th Small Satellite Conference will include Space-ng Co-Founder and Chief Engineer Steve Bailey.

Space-ng provides advanced computer vision systems such as the Vision Navigation System (VNS) software for terrain relative navigation, hazard detection, and attitude determination used by Firefly Aerospace's fully successful Blue Ghost Mission 1 (BGM1). Space-ng has completed spaceflight qualification testing for the Sol3 Vision System, with the first flight articles scheduled for delivery in Q3 of 2025. Sol3 was developed by Space-ng to host the powerful software that will drive next-generation computer vision applications for space systems, the equivalent of level 5 self driving for autonomous spacecraft.

Sol3 Vision System

Sol3 is an integrated hardware and software computer vision system for space.  The Sol3 hardware consists of a powerful low-SWAP computer, the Base Unit, that controls up to 12 remote high-resolution Camera Modules.  Sol3 is a user-programmable software-defined system with support for hardware-accelerated image processing and compute workloads. The Sol3 ecosystem includes the flight, ground, simulation, test, and operations hardware and software necessary to support computer vision and imaging systems for space applications, including optical navigation, lunar landing, autonomous rendezvous, proximity operations, manufacturing, assembly, servicing, and space situational awareness.

Sol3 HDK

Space-ng has developed a version of Sol3 hardware to support rapid prototyping, engineering development, and pre and post integration testing in earth-based lab and field environments. The HDK consists of a rugged air-cooled Base Unit which can support up to 12 rolling or global shutter HDK Camera Modules. The Sol3 HDK is identical in functionality, performance, and similar in size, to the Sol3 flight hardware, substituting commercial parts and connectors to keep the cost low. Access to flight like hardware for your team is no longer a barrier. The HDK Base unit is priced at $5K, with HDK Camera Modules starting at $1K, power supply and harnesses included!

Fast Track from Innovation to Integration

Flight-like hardware development environments are often expensive, long lead, difficult to work with, and scarce. This choke point in flight hardware and software integration can persist late into development, where changes become ever more costly. The Sol3 HDK and SDK break this cycle. It's a complete, integration-ready platform designed to bring autonomy prototypes into flight-relevant environments, fast. Backed by software already in use for lunar landing, navigation, and proximity ops, the HDK lets your team:

  • Drop into flight-like test loops with FSW, GNC, and Payload code examples.
  • Run full workflows from your laptop in hours, not weeks or months.
  • Build with confidence using well-documented, mission-proven software primitives.

The Sol3 HDK and SDK put a high-fidelity toolset in the hands of engineers early in development, so they can validate mission Con-Ops and mission & system requirements, and accelerate verification of critical flight system functionality and performance.

From Field Experiments to TRL9

The compute and sensor stack at the heart of the HDK is identical to Space-ng's Sol3 EDU and Flight units, streamlining your development process through PDR, CDR, IRR, and TRR. "The main difference between the HDK and our Flight Units is the use of commercial connectors and non-space-grade parts" – Steve Bailey, Chief Engineer and Cofounder of Space-ng. "By ordering the HDK and using the SDK you can jump start development, explore the power of the Sol3 architecture, and move confidently into system level integration and testing."

A Paradigm Shift in Flight Software Development

Sol3 represents a step change in onboard compute and sensor capability compared to current spacecraft architectures.  Space-ng is releasing the Sol3 SDK to enable users to implement software that can take full advantage of this hardware capability to unlock advanced computer vision and autonomous use cases.  This is the same software that Space-ng uses internally to develop and support lunar navigation and landing. "To deploy state-of-the-art navigation algorithms, we need access to a GPU, neural accelerator, hardware encoding, high bit depth high resolution imagery, tightly integrated IMUs, and modern environments (C++20, linux, containers), and open source software (GTSAM, ceres-solver, opencv, Eigen, pytorch). We want our partners and customers to innovate alongside us and have access to the same tools the Space-ng team is using every day." – Ethan Rublee, CEO and Co-founder of Space-ng. "We're releasing our SDK, free for academic research and non-commercial use, to empower our community to build the next generation of space flight software."

Click here to learn more about Satellite On-Board Computers listed on SATNow

Publisher: SatNow

GNSS Constellations - A list of all GNSS satellites by constellations

beidou

Satellite NameOrbit Date
BeiDou-3 G4Geostationary Orbit (GEO)17 May, 2023
BeiDou-3 G2Geostationary Orbit (GEO)09 Mar, 2020
Compass-IGSO7Inclined Geosynchronous Orbit (IGSO)09 Feb, 2020
BeiDou-3 M19Medium Earth Orbit (MEO)16 Dec, 2019
BeiDou-3 M20Medium Earth Orbit (MEO)16 Dec, 2019
BeiDou-3 M21Medium Earth Orbit (MEO)23 Nov, 2019
BeiDou-3 M22Medium Earth Orbit (MEO)23 Nov, 2019
BeiDou-3 I3Inclined Geosynchronous Orbit (IGSO)04 Nov, 2019
BeiDou-3 M23Medium Earth Orbit (MEO)22 Sep, 2019
BeiDou-3 M24Medium Earth Orbit (MEO)22 Sep, 2019

galileo

Satellite NameOrbit Date
GSAT0223MEO - Near-Circular05 Dec, 2021
GSAT0224MEO - Near-Circular05 Dec, 2021
GSAT0219MEO - Near-Circular25 Jul, 2018
GSAT0220MEO - Near-Circular25 Jul, 2018
GSAT0221MEO - Near-Circular25 Jul, 2018
GSAT0222MEO - Near-Circular25 Jul, 2018
GSAT0215MEO - Near-Circular12 Dec, 2017
GSAT0216MEO - Near-Circular12 Dec, 2017
GSAT0217MEO - Near-Circular12 Dec, 2017
GSAT0218MEO - Near-Circular12 Dec, 2017

glonass

Satellite NameOrbit Date
Kosmos 2569--07 Aug, 2023
Kosmos 2564--28 Nov, 2022
Kosmos 2559--10 Oct, 2022
Kosmos 2557--07 Jul, 2022
Kosmos 2547--25 Oct, 2020
Kosmos 2545--16 Mar, 2020
Kosmos 2544--11 Dec, 2019
Kosmos 2534--27 May, 2019
Kosmos 2529--03 Nov, 2018
Kosmos 2527--16 Jun, 2018

gps

Satellite NameOrbit Date
Navstar 82Medium Earth Orbit19 Jan, 2023
Navstar 81Medium Earth Orbit17 Jun, 2021
Navstar 78Medium Earth Orbit22 Aug, 2019
Navstar 77Medium Earth Orbit23 Dec, 2018
Navstar 76Medium Earth Orbit05 Feb, 2016
Navstar 75Medium Earth Orbit31 Oct, 2015
Navstar 74Medium Earth Orbit15 Jul, 2015
Navstar 73Medium Earth Orbit25 Mar, 2015
Navstar 72Medium Earth Orbit29 Oct, 2014
Navstar 71Medium Earth Orbit02 Aug, 2014

irnss

Satellite NameOrbit Date
NVS-01Geostationary Orbit (GEO)29 May, 2023
IRNSS-1IInclined Geosynchronous Orbit (IGSO)12 Apr, 2018
IRNSS-1HSub Geosynchronous Transfer Orbit (Sub-GTO)31 Aug, 2017
IRNSS-1GGeostationary Orbit (GEO)28 Apr, 2016
IRNSS-1FGeostationary Orbit (GEO)10 Mar, 2016
IRNSS-1EGeosynchronous Orbit (IGSO)20 Jan, 2016
IRNSS-1DInclined Geosynchronous Orbit (IGSO)28 Mar, 2015
IRNSS-1CGeostationary Orbit (GEO)16 Oct, 2014
IRNSS-1BInclined Geosynchronous Orbit (IGSO)04 Apr, 2014
IRNSS-1AInclined Geosynchronous Orbit (IGSO)01 Jul, 2013
Advertisement